Entities

Published MediSim VR company affiliate whose own professional profile identifies company experience. Exact duties and current tenure are unverified.

Startup operator with a self-published MediSim VR affiliation. The exact formal title and current tenure are not independently established.

Engineering graduate of the College of Engineering Guindy and MediSim VR co-founder and chief executive.

Business development professional who describes working on MediSim VR’s business-to-business relationships.

Sales professional appointed by MediSim VR to lead sales in Central and Western India in December 2023. Current membership and exact tenure are unverified.

Social media professional who described her work at MediSim VR in an original December 2024 post. Current tenure is unverified.

Published company representative for MediSim VR’s channel partner network. The issuer supplies his company email as its contact; exact formal title and current employment are unverified.

Jonathan H. F. Crystal founded Crystal Venture Partners and serves as Managing Partner. His background is in strategic risk advisory and insurance: after consulting, he joined his family’s Crystal & Company brokerage, became CFO in2014 and helped combine it with Alliant in2018. His own professional biography and conference material identify a Princeton public-and-international-affairs degree. He built the insurance-focused venture strategy and led its USD33M first-fund final close announcedOctober6,2025. Portfolio-company involvement is an institutional affiliation, not an inferred personal investment check. Comulate’s February 2025 issuer announcement explicitly names Jonathan Crystal personally among its earlier investors and quotes him as Crystal Venture Partners managing partner and former Crystal & Company CFO. The firm separately lists Comulate as a pre-fund investment. This source-qualified personal relationship is not duplicated as a Fund I or manager cash check.

Adam Messinger is a strategic limited partner at Four Rivers Group. He was Twitter’s chief technology officer from 2013 to 2016, after earlier platform and application development leadership roles there, and previously led development at Oracle. He studied physics and computer science at Willamette and management at Stanford.

Chris Brody is a private equity professional named on Four Rivers Group’s advisory board. The firm describes his professional background as Senior Partner Emeritus at Warburg Pincus; this is an emeritus affiliation rather than an operating role at Four Rivers.

Farouk Ladha founded Four Rivers Group in 2007. Before leading the technology investment firm, he was a managing director at SVB Capital, worked in technology mergers and acquisitions at Broadview and business turnarounds at PwC, and began his career at a healthcare-focused inventory software startup. He studied economics at Dartmouth and earned an MBA at Harvard Business School.

Jim Tybur serves on Four Rivers Group’s advisory board. He is a private equity investment professional whose manager’s published 2025 material identifies him as a managing director at Performance Equity Management, working on institutional private equity fund investments.

Lew Cirne is a strategic limited partner at Four Rivers Group and the founder of New Relic. He previously founded application performance management company Wily Technology and held engineering roles at Apple and Hummingbird Communications. His published affiliation is as a limited partner, rather than an employee or fund managing partner.

Swaroop “Kittu” Kolluri is the founder of Neotribe Ventures and a member of Four Rivers Group’s advisory board. His own account describes experience building Healtheon/WebMD and Neoteris and leading enterprise products at Juniper before entering venture investing.

Judith Dada joined La Famiglia in2017 and historically served as general partner and co-leader of successive fund generations, investing in enterprise and AI-driven companies. Her own Visionaries biography describes earlier Facebook work and subsequent General Catalyst affiliation. Visionaries’ dated June25,2026 announcement says she joins Langdock as Co-CEO, continues as Senior Partner in the next fund generation and steps down from its current-generation managing-director position. Those latest facts qualify the older website general-partner label; she is not asserted to be current La Famiglia staff.

Saket Kumar is a former La Famiglia team member. General Catalyst’s January15,2026 primary retrospective reports that he joined La Famiglia in2017, later founded and ran Vitt for four years, and then co-founded Prime Meridian with Rishabh Jain to develop AI-based personal tax preparation. His exact historic La Famiglia job rank and departure date are not published in that source, so no current manager employment or personal investment is inferred. An authentic portrait remains a documented gap.

Marius Groke is named alongside Dr. Jeannette zu Fürstenberg as a managing director of La Famiglia II GmbH in its current official imprint, with sole representation authority. The imprint identifies the Berlin manager as HRB257604 and records its October2024 substitution for the historical La Famiglia GmbH manager. A detailed professional biography and authentic publicly verified portrait were not located; no broader career or exact appointment date is inferred.

Robert Lacher is a founding partner of Visionaries and historically founded La Famiglia’s first fund, which the manager’s January2026 retrospective says he continued to lead through2025. At La Famiglia he backed companies including Deel, Groq and Personio. His own current biography also describes founding fashion platform AMAZE, sold to Zalando in2016, earlier BCG work and engineering/business studies. The La Famiglia affiliation is historical, distinct from current Visionaries duties.

Sundance Growth is a software growth-equity firm that backs founder-led, bootstrapped or lightly capitalized B2B software businesses, particularly vertical SaaS systems of record with $5–10 million in annual recurring revenue. It provides flexible minority or majority capital and works with management on go-to-market execution, product development, operations, leadership recruitment and strategic acquisitions. Its software focus spans supply-chain planning and data automation, financial technology and AI-powered lending, energy trading, workforce management and specialized fleet logistics, with investments in North America, Europe and other markets. Its inaugural fund closed at $125 million in June 2025, followed by a $250 million second fund announced in September 2026.

Founder and managing partner of Sundance Growth. Previously spent nearly a decade on the Accel-KKR Growth Fund team, working on software investments across supply chain, human capital management, financial technology and governance, risk and compliance. Earlier worked in technology and services investment banking at Raymond James. Holds a BS in Accounting from Brigham Young University.

Senior associate responsible for sourcing and evaluating investments. Previously an associate at Marlin Equity Partners, investing in B2B software, and a global technology investment-banking analyst at Citigroup. Holds a BS in Finance from Brigham Young University.

Vice president responsible for investment analysis, deal execution and portfolio-company operational support. Previously a senior associate investing in technology growth capital at Kayne Anderson Capital Advisors and began his career at B2B software investor TVC Capital. Holds a BBA in Finance from the University of San Diego.

Analyst supporting sourcing, diligence and investment-thesis development for B2B software. Previously interned at Headline and worked with Sorenson Capital’s venture and growth-equity teams. Holds a BS in Information Systems from Brigham Young University.

Maro, operated by BeforeWeBegin, Inc., provides mental-health screening software for K–12 schools and districts. Its platform manages digital parent consent, administers validated student questionnaires such as PHQ-9 and GAD-7, scores responses, and gives counselors dashboards, district reports and workflows for follow-up, family communication and care referrals. The company also handles onboarding and staff training. Maro identifies students who may need further support; clinical diagnosis and treatment are performed by qualified professionals outside the screening platform. Earlier products included a family app with parenting education, symptom tracking and care navigation. Its current focus is helping schools run an integrated screening program.

Kenzie Butera Davis founded Maro to improve early support for youth mental health. Her background includes nonprofit work, family policy advocacy and research on healthcare services in K–12 schools.

Co-founder of Sitegeist, named as chief product officer in its February 2026 financing announcement. He is listed on its current founder page and belongs to the founding team rooted in TUM robotics research.

Co-founder of Sitegeist, named as chief technology officer in its February 2026 financing announcement. He is listed on its current founder page and belongs to the founding team rooted in TUM robotics research.

Co-founder and CEO of Sitegeist, developing modular construction robotics. Its legal imprint also names her as managing director. The company describes her background as business and commercialization, including study at the University of St. Gallen.

Sitegeist named Nicola Kolb as a co-founder and chief operating officer in its February 2026 financing announcement. He is absent from its current three-person founder page, so current membership is unverified.

Steve Anderson is the founder of the US Baseline Ventures seed-investment firm, launched in2006. His own biography describes earlier experience at eBay, Microsoft, Kleiner Perkins, Starbucks and Digital Equipment Corporation and a focus on bridging angel and institutional financing. The latest31March2026 SEC Form ADV identifies the same controller as Steven Anderson, CRD6049236, managing member of Baseline Industries GP, LLC and related Baseline fund entities. The manager names early investments including Instagram, Twitter, Stitch Fix, SoFi and software infrastructure businesses; these institutional investments are not assumed to be personal checks. His own published Midas-list references are historical2015–2020, not a current ranking.

Katie Willging is the senior alternative investments analyst named in NextGen’s current team directory, based in Baltimore. The firm publishes her authentic named portrait; detailed career history has not been independently established.

Corinne Smeriglio is director of operations at NextGen, managing investment operations. Previously she was special assistant to Mark Ein at Venturehouse Group. She holds a Radford University BA and the CAIA qualification.

Maxim Karoubi is a NextGen investment associate responsible for sourcing and analyzing potential investments. Previously he consulted in Deloitte’s M&A practice and earned a Rice University BA in economics.

Riley Finch is an investment associate in NextGen’s San Francisco directory; Brown Advisory describes his investment sourcing, diligence and portfolio support responsibilities. Previously he invested at 1Sharpe Ventures, worked in operations and platform at Afore Capital and held fintech go-to-market roles at Clearco and Wealthsimple. He holds a Wilfrid Laurier BBA and previously competed on the Canadian national sailing team.

Deborah Chu, CFA, is a NextGen principal supporting early-stage technology investments in San Francisco. Previously an AllianceBernstein equity research associate, she covered healthcare and energy services across small-cap value and growth teams. She holds a Cornell BS and Wharton MBA.

Ben Bayat is a NextGen managing partner who opened its San Francisco office. Previously an Illuminate Ventures partner investing in enterprise SaaS, he began at IBM as a data scientist before engineering and sales leadership roles. He holds a Case Western Reserve BS and Berkeley MBA.

Jon Bassett is a managing partner of NextGen Venture Partners focused on early-stage technology investing. Previously he led deal sourcing and diligence at Silverton Partners, worked at Draper Fisher Jurvetson and taught at USC Marshall. He holds a Davidson College BA.

Chris Keller is a managing partner of NextGen Venture Partners, overseeing investments and its platform while supporting the Boston startup community. He founded email-productivity company FollowUp.cc, which was acquired by Argon Technologies, previously ran HubSpot Labs and co-founded Fafarazzi. He holds a Virginia Tech BS.

Ali Hosseini Khesal is a frontend development professional associated with Embeddable. His self-published profile describes more than seven years of frontend development experience and lists the company as his affiliation.

Christopher William Buecheler is a full-stack software developer and engineering mentor. His professional website says he has been a Senior Customer Success Engineer at Embeddable since October 2024, writing code, documentation and tutorials and helping developers integrate the platform.

Daniel Scholnick is an active director of TMD Technology Limited, the registered company operating Embeddable. The UK company register records his appointment in February 2022.

Denis Stritar is a product designer working on Embeddable’s interface and design system. His self-published biography describes full-stack product design, and his own article documents the evolution of Embeddable’s no-code interface.

Ella Cullen previously helped Embeddable’s user community, where the official forum still lists an Ella administrator. Her later self-announcement says she left Embeddable to join PostHog’s Technical Customer Success team.

Erin Jeavons-Fellows is a product design professional whose work for Embeddable includes the brand identity and logo. The company’s design account names Erin as Head of Design.

Hannah Morrissey announced joining Embeddable as Operations Lead after five years at Zentra Group. Her published announcement describes helping the young company’s operations and growth.

Jozef Lang leads engineering at Embeddable. The company’s engineering interview discusses its developer-facing analytics product, while the official community lists Jozef as an administrator.

Mile Živković contributed content marketing, search optimisation, link building and AI-search work for Embeddable. Rogan Sage’s published professional recommendation credits him with shaping its content strategy and producing technical marketing material.

Nauman Hayat is a Senior Data Engineer in Embeddable’s Customer Success team. He draws on business intelligence, data engineering and software engineering experience to help customers solve data problems and improve embedded analytics performance.

Rogan Sage writes about embedded analytics for Embeddable. His company author biography describes experience leading growth and product teams at data-rich software startups and using customer data to build growth programmes.

Rui Ribeiro is a software development professional associated with Embeddable. His self-published profile describes a focus on JavaScript and lists Embeddable experience; his master’s thesis examined frontend development tools.

Embeddable develops infrastructure for adding customer-facing analytics to SaaS applications. Developers define data models, access rules, chart components and themes in code; product teams and customers assemble governed dashboards with a no-code builder. Its native web components embed reports without iframes, while the backend manages query performance, caching, tenant permissions and a shared semantic layer. The platform also supports self-service reporting and AI-assisted analytics authoring, with permissions and approved metrics enforced beneath the interface. Embeddable is operated by the UK company TMD Technology Limited.

Harry Marshall co-founded Embeddable and Trevor.io. He began his career in London finance before building data businesses and is identified by Embeddable as its COO.

Tom Gardiner co-founded Embeddable and Trevor.io. He leads the developer analytics company as CEO; the company’s funding announcement describes his work building customer-facing analytics infrastructure.

Sidecut Ventures is a pre-seed venture capital firm backing founders in economic mobility, digital health, education and climate. It works with founders for 30 days before making an investment decision, using hands-on coaching as part of diligence to understand how the team operates. Its support includes sales training, customer acquisition, go-to-market planning, revenue operations and market expansion. Published investments include AI tools for frontline hiring, healthcare administration and language learning, mental-health services, distributed-energy infrastructure and construction electrification. Sidecut distinguishes the firm’s portfolio from its managing partner’s earlier angel investments. Its Fund I is a Delaware limited partnership; SEC records identify Sidecut Management LLC as its management company and Sidecut Ventures GP LLC as its general partner.

Leads investment sourcing and has supported Sidecut fundraising, operations and diligence. Studied computer science and entrepreneurship at Brigham Young University.

Works on investor-relations and portfolio operations automation, sourcing and diligence. Former software engineer at Meta and Gusto; studied computer science at Stanford and earned an MBA at Michigan.

Venture investor and operator who developed Sidecut’s coaching approach through angel investing. Previously held investing roles at Nex Cubed and Sway Ventures and operating roles at Betterment, Own Up, Bank of America and Vanguard.

Supports investment sourcing, diligence and marketing. Previously invested at EduLab Capital Partners and worked on growth at Alayna AI; studied at Boston College and Bentley.

Achyut Jajoo is SVP & GM, Manufacturing, Automotive & Consumer Goods at Salesforce. He leads Salesforce industry businesses in manufacturing, automotive and consumer goods. Earlier roles were at ServiceNow, Oracle and Siebel after consulting and engineering work; he studied at Chicago Booth, Toledo and Andhra University.

Maynard Webb is a Salesforce board director. He has served on Salesforce’s board since September 2006 and founded Webb Investment Network in 2010. Previous operating leadership includes LiveOps and eBay; personal investing remains distinct from Salesforce corporate checks.

David B. Kirk is a Salesforce board director. Kirk is Former Chief Scientist, VP of Architecture; Fellow at Salesforce. He joined Salesforce’s board in July 2025. Formerly NVIDIA chief scientist, architecture vice president and fellow, he works on computing, graphics, robotics, AI and science education.

Mason Morfit is a Salesforce board director. He joined Salesforce’s board in March 2023 and is co-CEO and chief investment officer of ValueAct Capital. His experience includes technology investing after joining ValueAct in 2001; assets under management are not new funding.

Neelie Kroes is a Salesforce board director. She has served on Salesforce’s board since May 2016. Her earlier public-service work includes European Commission leadership in competition and the digital agenda, and Dutch governmental positions.

Sachin Mehra is a Salesforce board director. He joined Salesforce’s board in March 2023 and has served as Mastercard chief financial officer since 2019. Earlier he held corporate financial leadership roles at Mastercard and Hess.

Amy Chang is a Salesforce board director. She joined Salesforce’s board in July 2025 and also serves on the Disney and Procter&Gamble boards. Earlier she led Cisco collaboration following its acquisition of Accompany, an AI/ML business she founded.

Arnold Donald is Salesforce’s lead independent director. He joined its board in March2023 after leading Carnival Corporation and serving in executive and governance positions across large companies.

Craig Conway is a Salesforce board director. He has served on Salesforce’s board since October 2005. His prior operating leadership includes CEO of PeopleSoft, One Touch Systems and TGV Software, alongside executive roles at Oracle.

Laura Alber is a Salesforce board director. She has served on the Salesforce board since November 2021 and leads Williams-Sonoma as president and CEO. Her published career also includes advising institutional investor Plexo Capital.

Rohan Kumar is President & Chief Platform and Engineering Officer at Salesforce. He leads global engineering and Salesforce platform products including data, integration, analytics and security. Before Salesforce he spent more than two decades building enterprise software and cloud platforms at Microsoft.

Sabastian Niles is President & Chief Legal Officer at Salesforce. He oversees global legal affairs and serves as corporate secretary to the board. His work covers corporate growth, regulation, governance and responsible business practices.

Alexa Vignone is President & Chief Revenue Officer at Salesforce. She leads worldwide sales, distribution and the partner ecosystem for Salesforce products and services. Earlier she held chief-sales-officer and other go-to-market leadership positions within the company.

Erin Oles is President & Chief Marketing Officer at Salesforce. She leads Salesforce marketing across events, product marketing, field marketing, brand and the company’s customer and partner community. Her current published role concerns its enterprise AI and application platform strategy.

Joe Inzerillo is President, Enterprise and AI Technology at Salesforce. He leads enterprise and AI technology work spanning Slack, Experience and internal digital technology. Previously he served as technology chief at SiriusXM and held senior technology roles at Disney.

Kendall Collins is CEO of Government Cloud at Salesforce. He leads Salesforce Government Cloud and its government-facing products, modernization work and public-sector technology relationships. His individual biography uses President and CEO while the central directory abbreviates the title to CEO.

Nathalie Scardino is Chief People Officer at Salesforce. She leads employee-success functions including hiring, workforce planning and organizational culture, with published work on adoption of AI agents. Her individual biography includes President alongside the central directory’s Chief People Officer title.

Patrick Stokes is President, Applications and Marketing at Salesforce. He leads Salesforce applications, industry solutions and marketing. He joined through the2012 Buddy Media acquisition and subsequently held product, industry and platform-management roles.

Kate Mitchell co-founded Scale and is published as partner emeritus; her experience includes NVCA board and policy work. Scale’s current public directory lists Founder within its Partner Emeritus. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

David Walter is published by Scale Venture Partners in its Advisors directory. The directory lists Former Vice President, RSA Archer. This is a source-qualified network/advisory affiliation, not an assertion of a full-time investment employee or a personal investment check.

Eric Anderson is a venture partner whose own biography names board affiliations with Cortex and Permit.io. Scale’s current public directory lists Venture Partner within its Venture Partners. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Sanjeev Kriplani is a published adviser with fintech/product experience at Intuit and Bill.com; his individual biography also describes an executive-in-residence role. Scale’s current public directory lists Former Senior Vice President of Product within its Advisors. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Geyer Jones is published by Scale Venture Partners in its Advisors directory. The directory lists Former Chief Strategy Officer, RSA Security. This is a source-qualified network/advisory affiliation, not an assertion of a full-time investment employee or a personal investment check.

Roger Arnemann is a published adviser with former Guidewire analytics leadership; his individual biography also describes an executive-in-residence role. Scale’s current public directory lists Former General Manager & Senior Vice President of Analytics within its Advisors. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Sydney Sloan is published by Scale Venture Partners in its Executives-In-Residence directory. The directory lists Chief Marketing Officer. This is a source-qualified network/advisory affiliation, not an assertion of a full-time investment employee or a personal investment check.

Tyler Harnish is a published executive in residence with sales and go-to-market experience at Salesforce, including Net Zero Cloud. Scale’s current public directory lists Former Head of Global Distribution & GTM Net Zero Cloud / ESG within its Executives-In-Residence. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Ryan Azus is a published executive in residence with prior revenue leadership at Zoom. Scale’s current public directory lists Former Chief Revenue Officer at Zoom within its Executives-In-Residence. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Nate Lee is published by Scale Venture Partners in its Executives-In-Residence directory. The directory lists Founder and Chief Information Security Officer. This is a source-qualified network/advisory affiliation, not an assertion of a full-time investment employee or a personal investment check.

Peter Giordano is published by Scale Venture Partners in its Executives-In-Residence directory. The directory lists Former Global Director GTM Strategy. This is a source-qualified network/advisory affiliation, not an assertion of a full-time investment employee or a personal investment check.

M.G. Thibaut is a published executive in residence and startup-finance leader; previously CFO at DroneDeploy. Scale’s current public directory lists Former Chief Financial Officer within its Executives-In-Residence. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Kristina McMillan is a published executive in residence with more than twenty years of startup growth and research experience, including Gartner and TOPO. Scale’s current public directory lists Former VP of Sales Research within its Executives-In-Residence. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Chief operating officer at Dreamfold. He previously worked with science and technology startup founders at Creative Destruction Lab.

Ben Liebald is a published executive in residence with engineering-leadership experience at Harvey and Figma. Scale’s current public directory lists Former VP of Engineering at Harvey within its Executives-In-Residence. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Advisor to Dreamfold with experience in biotechnology research and company leadership. He served as chief medical officer and R&D executive at Seattle Genetics and co-founded Neoleukin Therapeutics and StradBio.

CEO and co-founder of Dreamfold, working on generative models and molecular search for drug discovery. During his PhD with Yoshua Bengio, he founded and led a drug-discovery research group at Mila and helped develop Generative Flow Networks.

Founding director of machine-learning engineering at Dreamfold. He previously helped establish Nvidia’s drug-discovery engineering team and build Clara Drug Discovery and BioNeMo.

Advisor to Dreamfold and a researcher known for foundational contributions to deep learning. He received the 2018 A.M. Turing Award with Geoffrey Hinton and Yann LeCun.

Stephan Eberle handles fund and portfolio legal matters and LP relationships; formerly spent seventeen years at Silicon Valley Bank. Scale’s current public directory lists General Counsel & Head of Limited Partner Relations within its Operations Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Sam Baker formerly served on the investment team and now works on investor relations and capital formation. Scale’s current public directory lists Investor Relations within its Operations Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Mary Denten leads financial management and administration; formerly CFO at Global Catalyst Partners and controller at Kleiner Perkins. Scale’s current public directory lists Chief Financial Officer within its Operations Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Laura Sebastiani joined2008 and handles investment financial diligence, performance analysis, LP reporting and financial statements. Scale’s current public directory lists VP of Finance within its Operations Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Jen Xie joined2023 and oversees tax analysis and reporting; previously worked at Mayfield and PwC. Scale’s current public directory lists Tax Director within its Operations Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Jennifer Yu joined2023 after venture-finance roles including BlueRun Ventures and audit work at BDO. Scale’s current public directory lists Director of Finance within its Operations Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Hayley Hoad manages operational administration and investment compliance; previously worked for the UK Ministry of Defence. Scale’s current public directory lists VP of Operations & Compliance within its Operations Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Bob Genchi manages information-technology and security systems; studied management information systems at Santa Clara University. Scale’s current public directory lists CIO/CISO within its Operations Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Dana Espeland joined the finance team in2007; oversees distributions, capital calls and LP reporting, with earlier finance experience at Global Catalyst Partners. Scale’s current public directory lists Controller/Investor Relations within its Operations Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Will McGinnis applies data science and AI to investment and portfolio support; previously led data science at Aumni and worked at JPMorgan following its acquisition. Scale’s current public directory lists Chief Data Scientist within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Jamie Watson coordinates operations and go-to-market programmes; studied creative arts at San Jose State University. Scale’s current public directory lists GTM Coordinator within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Neha Jewalikar leads communications and portfolio support; previously worked at Slack, Checkr and Productboard and studied at UC Santa Cruz. Scale’s current public directory lists Director of Communications within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Ishan Pherwani supports the go-to-market platform; previously worked in strategy at Rune Labs and Bain. Scale’s current public directory lists Associate within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Craig Rosenberg joined2022 to build the go-to-market platform; formerly a Gartner sales-practice research executive. Scale’s current public directory lists Chief Platform Officer within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Dale Chang leads operations across marketing, platform and data; previously worked at Proofpoint, Jaspersoft and Alexander Group. Scale’s current public directory lists Operating Partner within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Harry Plumer develops internal software systems; his earlier training was in journalism at the University of Missouri. Scale’s current public directory lists Chief Architect within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Becca Chambers leads firm marketing, brand communications and portfolio-company communications support; her background includes sports PR and enterprise technology. Scale’s current public directory lists Chief Marketing Officer within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Anna Shults Held joined2023 and leads editorial content; previously provided editorial and ghostwriting services to startups and venture firms, and studied at Tulane. Scale’s current public directory lists Editorial Director within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

A.J. Aldana develops the firm’s network of founders, engineers, operators and investors; studied at Stanford. Scale’s current public directory lists Head of Ecosystem within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Abby Strong coordinates events, community programmes, marketing operations and branding; studied marketing at the University of Washington. Scale’s current public directory lists Marketing & Operations Manager within its Platform Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Ted Chai works on early-stage enterprise-software investment research. Scale’s current public directory lists Associate within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Siddharth Ramakrishnan works on early-stage AI and enterprise-software investments. Scale’s current public directory lists Partner within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Stacey Bishop is a venture investor in enterprise-software businesses. Scale’s current public directory lists Partner within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Sabina Smith works on enterprise-software investing. Scale’s current public directory lists Principal within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Rory O'Driscoll is a long-standing venture investor and partner who represents the firm in its published fund-closing announcements. Scale’s current public directory lists Partner within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Lee M. von Kraus is a neuroscientist, inventor and entrepreneur. His own biography states that, after a neuroscience PhD, he invented a method for non-invasive electrical delivery to the brain that formed the foundation of Halo Neuroscience, which he co-founded during its early research period. Halo Neuro’s original electrode-system patent independently names him with Amol Sarva, Daniel Chao and Brett Wingeier. His published work includes neural tissue engineering, patterned microstimulation and modification of sensorimotor memories; his own site describes later research leadership at Electric Plant Company and Open Minded Scientists and the2017 co-founding of Rocean. His personal2012 origin claim is distinguished from the original company’s2013 founding description, and his personal acquisition chronology is superseded by Flow’s primary February2021 asset announcement. This role is historical, with no current Flow employment or personal investment inferred.

Max Abram works on AI and enterprise-software investment opportunities. Scale’s current public directory lists Partner within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Jonas Ciplickas works on enterprise software investment evaluation. Scale’s current public directory lists Principal within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Amol Sarva is an entrepreneur, investor and teacher with a Stanford PhD and Columbia BA. His own current biography identifies Halo Neuroscience among ventures he previously founded or helped develop, and links its subsequent acquisition by Flow. Halo Neuro’s original electrode-system patent independently names him with Daniel Chao, Brett Wingeier and Lee von Kraus as inventors. He co-founded LifeX Ventures in2022, created company builder Popular Change, co-founded Knotel in2016 and previously founded Knotable and Peek; his earlier career includes the founding team of Virgin Mobile USA. This Halo affiliation is historical and does not imply a current Flow position, a verified board term or a personal investment ticket.

Jeremy Kaufmann works on AI and enterprise-software investing. Scale’s current public directory lists Partner within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Javier Redondo works on early-stage enterprise software investments. Scale’s current public directory lists Partner within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Edi Danalache works on software investment analysis. Scale’s current public directory lists Senior Associate within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Damian Gardiner works on early-stage software investing. Scale’s current public directory lists Senior Associate within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Claire Yoon works on software investment research and evaluation. Scale’s current public directory lists Associate within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Aurelia Han focuses on vertical software, fintech and AI applications; formerly at Orion Group and a Harvard graduate. Scale’s current public directory lists Associate within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Ariel Tseitlin invests in infrastructure and security; formerly directed cloud solutions at Netflix and worked at Sungevity, Siebel and Oracle. Scale’s current public directory lists Partner within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Andy Vitus focuses on AI infrastructure and developer operations; formerly an engineer at Electronics for Imaging, with electrical-engineering degrees from Stanford and Cape Town. Scale’s current public directory lists Partner within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Alex Niehenke invests in vertical-market software and fintech; joined2012 and studied business and legal studies at UC Berkeley. Scale’s current public directory lists Partner within its Investing Team. External past employers and portfolio affiliations are historical or source-qualified biography, without inferred personal investment checks.

Robin Washington is President & Chief Operating and Financial Officer at Salesforce. She leads financial and operating functions including planning, finance, people, investor relations and legal. A Salesforce director since 2013, she formerly led finance at Gilead Sciences and Hyperion and served as PeopleSoft chief accounting officer.

Miguel Milano is President & Chief Operating Officer at Salesforce. He leads Salesforce’s global customer-facing growth operations. He rejoined in 2023 after earlier leadership of international sales organizations across multiple regions; his current leadership title supersedes historical chief-revenue-officer wording.

Alex Bontz is identified in Sixfold’s May21,2025 own product-demo roster as Customer Success Operations & Growth Lead. His published work concerns customer use of underwritingAI to triage excess-and-surplus submissions and support risk review. The dated affiliation does not establish employment through October2026; earlier career and education are not disclosed by this source.

Alexandra Quie is Principal at Salesforce Ventures. Based in London, she works with enterprise software and AI founders. Previous positions included software investing at K1 Investment Management and business development at Canyon Partners; she studied Chinese at Cambridge.

Alyssa Janakus is Senior Finance Manager at Salesforce Ventures. She supports financial reporting, portfolio operations and investor relations. Earlier she advised financial institutions in investment banking at JPMorgan and RBC Capital Markets; she studied finance at the University of Arizona.

Arthur Miller, called AJ, joined Sixfold as VP of Engineering and is named head of engineering by CTO Brian Moseley’s own public welcome. The company’s April10,2025 Q&A describes his progression from iOS development at a web agency to full-stack engineering, a healthcare startup and leadership of an American Express enterprise programme coordinating about100 people. He worked with Moseley at American Express and discusses engineering operations, CI/CD and testing. Exact appointment day and current October2026 tenure remain unverified; this is the engineering executive, not a namesake playwright.

Brian James Murphy is Head of Data Science and Technology at Salesforce Ventures. He supports data-driven investing and portfolio development after joining in 2022. His earlier work included Two Sigma Investments and Harvard Business School; he holds degrees from Cornell, Harvard and Oxford.

Dom Pusateri is Investor at Salesforce Ventures. He works on Series A through pre-IPO opportunities in space, energy and AI infrastructure. Previously he co-founded e-commerce business Charm, worked in investment banking at Citi and studied finance at Santa Clara.

Enki Toto is Principal at Salesforce Ventures. She invests in education, financial inclusion and climate technology. Earlier she worked in actuarial and accounting advisory at PwC and strategic finance at an education startup; she studied mathematics and accounting at Binghamton.

Katie Morales is Executive Assistant at Salesforce Ventures. She provides executive support to managing partner Paul Drews. She joined Salesforce finance in 2018 after executive-assistant work at a venture fund-of-funds, and studied exercise and wellness at Arizona State.

Kevin Wu is Investor at Salesforce Ventures. He focuses on cybersecurity, defense technology and enterprise software across stages. Previously he invested in growth equity at Spectrum Equity; he joined the venture unit in 2023 and studied at Berkeley Haas.

Kristi King is Senior Event Manager at Salesforce Ventures. She manages global venture-unit and portfolio events, including its participation at Dreamforce. Before joining in 2020 she produced experiences for major technology and consumer brands; she studied fine arts at Southwestern University.

Lara Mouritsen is Head of Legal at Salesforce Ventures. She leads investment and portfolio legal advice and also advises the separately constituted Salesforce Foundation on governance. Earlier she practiced corporate law at Cooley; she studied law at UC Hastings and global studies at UC Santa Barbara.

Marc Benioff is Chair, CEO & Co-Founder at Salesforce. He co-founded Salesforce and leads its cloud-computing and enterprise-software business. The company’s current leadership and board directories identify both his executive and chair responsibilities; philanthropy is separate from corporate investment.

Matthew Speiser is Senior Marketing Manager at Salesforce Ventures. He supports the venture unit’s marketing and publishes research and practical resources for technology founders. His official profile and directory identify him as the unit’s senior marketing manager.

Parker Harris is Co-Founder, Advisor to the CEO at Salesforce. He co-founded Salesforce in1999 and has served on its board since 2018. His operating experience spans engineering, product, infrastructure and security, including Slack engineering; earlier he co-founded Left Coast Software.

Sho Yamanaka is Principal at Salesforce Ventures. He works on AI, semiconductors, energy, cybersecurity and space opportunities in Japan, Korea and Taiwan. Earlier he led strategic investing at Rakuten Capital and worked at Morgan Stanley; he studied at London Business School and Hitotsubashi.

Zak Kokosa is Principal at Salesforce Ventures. His work covers software applications, data, infrastructure and vertical automation across company stages. He joined in 2020 after investment-banking work focused on middle-market M&A and studied economics, mathematics and Spanish at Bowdoin.

Alex Haskell is Director, Legal at Salesforce Ventures. Based in London, he advises on cross-border investing and portfolio legal matters. His earlier positions included Salesforce M&A legal work and a corporate-law practice at Cooley; he holds degrees from NYU and Berkeley.

Caroline Fiegel is Investor at Salesforce Ventures. Her work covers pre-seed and seed AI/ML and business-software investments. Previously she led product and go-to-market strategy at Quip and worked in investment banking; she studied finance at Southern Methodist University.

Kartik Gupta is Principal at Salesforce Ventures. Based in London, his investment work spans Europe, Israel, India and the United States. Previously he evaluated primary co-investments and secondaries at Industry Ventures; he studied economics and statistics at Berkeley.

Matthew Corsetti is Senior Fund Accountant at Salesforce Ventures. He supports portfolio accounting, financial reporting and valuation analysis. Before joining the venture finance team he audited and advised venture-capital and private-equity clients at KPMG; he studied accounting and finance at Cal Poly.

Meghan Fitzpatrick is Corporate Counsel, Legal at Salesforce Ventures. She advises on investments, portfolio matters and exits. Earlier she worked at Silicon Legal Strategy and Goodwin Procter on financings, acquisitions and governance; she holds degrees from UC Santa Barbara and UC Law San Francisco.

Nathan Ho is Investor at Salesforce Ventures. He focuses on AI infrastructure and industry-specific applications. Before joining the venture unit he evaluated growth-stage technology investments at Spectrum Equity and Permira Advisers; he studied business at UNC Chapel Hill.

Pascha Hao is Investor at Salesforce Ventures. Her investment focus includes cloud infrastructure and broadly used business applications. Earlier she invested in infrastructure software at Battery Ventures and worked in technology investment banking at BMO; she studied at Berkeley.

Willy Chu is Director, Portfolio Development at Salesforce Ventures. He works with portfolio-company teams and the Salesforce ecosystem to develop commercial growth. Earlier he was on Salesforce Ignite and held fintech go-to-market and business-development positions; he studied at Stanford and Berkeley Haas.

Adrianna Alterman is Principal at Salesforce Ventures. Her investment work covers energy, climate technology and workforce resilience from Series A onward. Earlier she worked at Amplify Capital and MaRS after policy positions; she studied at McGill and Yale.

Derek Asbun is Head of Portfolio Development at Salesforce Ventures. He helps portfolio businesses with go-to-market execution and connects them with enterprise technology leaders. Previous work included business development at Sapphire Ventures and operating roles in software integration, identity and food technology.

Emily Zhao is Managing Director at Salesforce Ventures. She focuses on AI infrastructure, robotics, developer tools and security, and helped launch the corporate Generative AI investment program after joining in 2022. Her earlier investing positions were at Avenir Growth Capital and Blackstone.

Katie Schwartz Thiry is Managing Director at Salesforce Ventures. Her investing interests include SaaS, healthcare and financial technology across several stages. Before joining in 2020 she invested at Crosslink Capital and Vista Equity Partners and worked at Edison Software and Chime.

Sam Ackah-Yensu is Investor at Salesforce Ventures. Based in London, he works on EMEA AI infrastructure, applications and cybersecurity investments. Earlier he worked in Deutsche Bank technology, media and telecommunications M&A; he studied at ESCP and Warwick.

Sarah Browne is Head of Finance at Salesforce Ventures. She leads venture-unit financial strategy and operations after earlier corporate financial-planning work at Salesforce. She began her career auditing major companies at Deloitte and studied accounting at Santa Clara.

Claudine Emeott is Partner at Salesforce Ventures. Her focus includes energy, climate technology and resilience. Before joining the venture unit she led impact investing at Kiva and worked in economic development; she studied at Harvard and MIT.

John Somorjai is President at Salesforce Ventures. He helped establish the venture unit in 2009 and has led Salesforce corporate development transactions since 2005. His education includes Dartmouth and a Berkeley law degree; corporate M&A activity is separate from personal investment.

Ken Asada is Partner & Head of Japan at Salesforce Ventures. He works from Tokyo on Japanese and Korean technology investments, including AI and enterprise software. Previously he held investment leadership roles at NTT DoCoMo Ventures and Intel Capital after engineering and consulting work at IBM Japan.

Nowi Kallen is Partner at Salesforce Ventures. Based in London, he backs enterprise technology founders across cybersecurity, AI and cloud infrastructure. Previously he invested at Vitruvian Partners and advised software companies on transactions at Barclays.

Paul Drews is Managing Partner at Salesforce Ventures. His investing covers application and infrastructure software at several stages. Earlier positions included partner at Tenaya Capital and vice president at Battery Ventures; he studied at Wharton and Duke.

Rob Keith is Partner at Salesforce Ventures. He focuses on software, security and machine learning across early and growth stages. He helped establish the Australian/APAC investing operation after joining in 2014, and previously worked in Morgan Stanley technology banking.

Value Creation Capital (VCC) is a Dutch venture capital manager founded in2005 and based in Bilthoven. It backs B2B deep-tech startups and scaleups from seed through SeriesA, combining capital with operating experience, technical expertise and help with strategy, governance, recruitment and growth. Its investment themes include integrated optics and photonics, nanotechnology, medical instrumentation and analysis, industrial automation, AI software, cybersecurity and infrastructure for quantum computing. It groups its strategy around healthy life, lower energy and materials use, and security and safety. Its published portfolio includes scientific imaging and measurement tools, robotics software and haptic interfaces. The firm works with an external expert network alongside its investment and operations team.

Co-founder and founding partner of Value Creation Capital. His published biography describes degrees in business economics and computer science, work in the technology sector since the early1990s and an entrepreneurial exit in2004 before co-founding VCC in2005. Focuses on financial and technological value creation for growing technology companies.

Named in Value Creation Capital’s external expert network. Its published professional context is Co-founder AccountView. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Named in Value Creation Capital’s external expert network. Its published professional context is CEO E-magy & High Tech Entrepreneur. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Named in Value Creation Capital’s external expert network. Its published professional context is Inventor WiFi & Founder GreenPeek Technologies. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Investment analyst of Value Creation Capital. Her published biography describes studies in electrical engineering at Eindhoven University of Technology and law at Utrecht University, connecting technical analysis with risk assessment. Completion of those degrees is not established by the undated biography.

Named in Value Creation Capital’s external expert network. Its published professional context is CEO Simac. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Named in Value Creation Capital’s external expert network. Its published professional context is MedTech Entrepreneur. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Named in Value Creation Capital’s external expert network. Its published professional context is Specialist in Microfluidics. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Named in Value Creation Capital’s external expert network. Its published professional context is CEO Technolution & High Tech Entrepreneur. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Named in Value Creation Capital’s external expert network. Its published professional context is Specialist in R&D in Public Private Partnerships. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Co-founder and founding partner of Value Creation Capital. Has founded, managed and sold IT companies since1984, according to his published biography. Co-founded VCC in2005 and focuses on company strategy, governance and dealmaking.

Investment executive with European private-equity and growth-equity experience. His VCC biography lists earlier work at Bain & Company, H2 Equity Partners, Rabo PE and Stecc Capital, and describes fund structuring, fundraising and portfolio growth. VCC’s team directory calls him Managing Director, while his individual profile calls him Managing Partner; the current title is not independently reconciled.

Named in Value Creation Capital’s external expert network. Its published professional context is Founder Decos. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Named in Value Creation Capital’s external expert network. Its published professional context is CEO Loop Robots & High Tech entrepreneur. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Managing partner of Value Creation Capital. Previously led technology companies including WideXS, ION-IP, CXO Software and UReason. His published biography describes a business-economics master’s degree and data-science training, with work in company growth, strategy and executive coaching.

Investment associate of Value Creation Capital. His own published biography describes a business-administration master’s degree focused on strategy and innovation and earlier experience in finance and startups.

Senior investment manager of Value Creation Capital in the current team directory. His individual biography describes work in fund management, sourcing and transaction structuring, earlier roles at Capgemini and DS Group, and studies in economics, informatics, finance and valuation.

Former managing partner of Value Creation Capital. The firm’s memorial states that he died on May18,2026. Previously worked at Innofonds Twente, Oost NL and Tin Capital and chaired the Dutch RVO Seed Funds, according to the memorial.

Named in Value Creation Capital’s external expert network. Its published professional context is Founder Bronkhorst High Tech. This outside position is not treated as employment by VCC, and its current status beyond the published card is unverified.

Queen Mary University of London audio-engineering researcher and Waveshaper co-founder. His university profile describes research in audio signal processing, real-time systems, sound design and intelligent audio production. This founder affiliation does not assert day-to-day employment by Waveshaper.

Computer scientist and Waveshaper founder with a SUNY Buffalo doctorate. Her own personal site describes implementing the initial C++ audio-processing engine and overseeing neural-model training, evaluation and research. Queen Mary Innovation identifies her as founder; a2023IEEE biography and personal site report CTO, while the current company directory does not list that appointment.

Builds the DSP and embedded-software stack for Waveshaper’s real-time audio systems across microcontrollers and system-on-chip platforms.

Audio and machine-learning researcher whose self-authored November2022 university presentation lists a Waveshaper.ai board/faculty advisory affiliation. The published label is retained as an advisory role; corporate directorship and current service are unverified.

Waveshaper AI develops neural audio-processing software for manufacturers and developers building voice communications, audio devices and hearables. Its platform trains, customizes and deploys models for tasks such as noise suppression, voice enhancement, echo cancellation and analog audio modeling. A real-time inference engine and developer SDKs integrate those models into products, including embedded and low-power devices, so audio can be processed locally without requiring cloud execution. The current platform targets processors ranging from general-purpose CPUs to microcontrollers and neural-processing hardware. Applications include clearer speech for voice agents and communication systems, headphone and speaker enhancement, and hearing-oriented audio products; no medical-device approval is claimed. Its own privacy policy identifies the operating company as Waveshaper Technologies Inc. in Montreal, and Queen Mary Innovation identifies the business as an audio-AI university spinout.

Leads Waveshaper’s product and business strategy for on-device AI audio processing, with published experience in telecommunications and embedded systems.

Develops Waveshaper’s audio and machine-learning pipelines, emphasizing efficient neural networks and signal-processing algorithms for low-latency embedded inference.

Casey Morris is published by Crosslink Capital as Associate. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Cullen Riley is published by Crosslink Capital as Principal. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Dan Myers is published by Crosslink Capital as Partner. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Eric Gonsenheim is published by Crosslink Capital as Partner. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Karter Smith is published by Crosslink Capital as Partner. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Nicolaas Jefferson is published by Crosslink Capital as Associate. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Paul Sabo is published by Crosslink Capital as Head of Trading. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Tom Bliska is published by Crosslink Capital as Advisor. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Christine Sams is published by Crosslink Capital as Assistant Controller. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Julia Gonzalez Sanders is published by Crosslink Capital as Partner and General Counsel. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Maureen Offer is published by Crosslink Capital as Partner and Chief Financial Officer. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Mihaly Szigeti is published by Crosslink Capital as Partner and Chief Compliance Officer. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Randy Carillo is published by Crosslink Capital as Fund Accountant. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Alexis Elfend is published by Crosslink Capital as Director of Alpha. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Andie Campos is published by Crosslink Capital as Head of Community. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Ashley Bateman is published by Crosslink Capital as VP of Finance. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Akshay Bhargava is published by Crosslink Capital as Product-Led Growth Advisor. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Anduena Zhubi is published by Crosslink Capital as Head of Business Development and Executive Network. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Brandon Alexander is published by Crosslink Capital as Entrepreneur In Residence. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Divyang Arora is published by Crosslink Capital as Entrepreneur In Residence. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Herb Cunitz is published by Crosslink Capital as Enterprise Sales Advisor. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Matt Cooper is published by Crosslink Capital as Marketplace Advisor. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Tom Chi is published by Crosslink Capital as Technical Advisor. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Michael Stark is published by Crosslink Capital as Partner and Founder. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

David Silverman is published by Crosslink Capital as Partner. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Gabby Contro is published by Crosslink Capital as Partner. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Jim Feuille is published by Crosslink Capital as Venture Partner. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Marcello Battista is published by Crosslink Capital as Analyst. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Matt Bigge is published by Crosslink Capital as Partner. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Phil Boyer is published by Crosslink Capital as Venture Partner. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Tobias Nilsson-Roos is published by Crosslink Capital as Principal. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Danielle Wall is a historical research associate and science writer at Halo Neuroscience. Halo’s own March2016 publication identifies her as co-author with CEO Daniel Chao of an article about invasive and non-invasive neurostimulation, motor learning and consumer neurotechnology. Her school’s own 2015 alumni magazine independently reports her move to SanFrancisco and research-associate role at Halo. The affiliation is historical; current employment, a complete academic biography and an authentic published portrait have not been verified, and no other Danielle Wall identity is assumed.

Simran Motwani is published in Luma AI’s author directory as a research engineer in evaluations, with an authentic named portrait. The source establishes the public research function but does not disclose an appointment date or prior career.

Sabrina Day is published by Luma AI as a Qualitative Evals Engineer, working in the evaluation function for generative models. The own author directory supplies her named portrait; no additional career history or appointment date is inferred.

Linqi Zhou is currently a research scientist at OpenAI. His own biography explicitly describes former Luma AI research and Apparate Labs co-founder work, with Apparate acquired by Luma. He previously studied at Stanford and UCLA and researches generative modeling; Luma’s author directory documents his earlier project-lead function.

Ayaan Haque is now a researcher at OpenAI working on image generation. His personal biography explicitly says he previously worked at Luma AI training multimodal foundation models; Luma’s author directory documents his earlier co-lead large-scale-training function. His research covers multimodal pre-training, autoregressive diffusion and model architecture.

Davicho Barona is published in Luma AI’s author directory as Growth and Education Content Strategist, with a named authentic portrait. This documents his public content and education function; earlier career and appointment dates are not established by that directory.

Liz Sloan Watts works on Luma AI’s media-and-entertainment business development and partnerships, corroborated by her first-person affiliation and the company’s public conference delegation. UCLA’s PULSE conference publishes a named professional biography and authentic portrait.

Jon Finger helps creators translate Luma AI models into filmmaking and studio workflows. Luma’s Dream Lab LA launch describes his fifteen years in filmmaking and technology; the Clio Awards partnership directory corroborates his current function and provides his authentic named portrait.

Verena Puhm is a filmmaker and creative technologist who led Luma AI’s Dream Lab LA initiative after its July2025 launch. Her own subsequent departure announcement establishes that this role is historical. Her ITU AI for Good biography describes earlier CNN/BBC productions and AI-assisted film production.

Peter Binazeski is currently Head of Global Communications at Utopai Studios, whose own biography explicitly describes his prior Luma AI communications leadership. Earlier he built communications teams at Amazon Studios and Tubi and worked on Warner Bros. digital-distribution media relations. His Luma role is historical, without an inferred end date.

Jason Day was appointed Head of EMEA to lead Luma AI’s London-based international expansion. The company describes his prior roles at Monks and WPP and an Oxford MBA; the original announcement includes his named portrait.

Caroline Ingeborn is Chief Operating Officer of Luma AI, identified in its international-business announcement and HumanX speaker directory. She oversees company operations as it builds and commercializes multimodal generative-AI products.

Tuhin Kumar was appointed to lead design at Luma AI in the company’s January2024 Series B announcement. His first-person post corroborates joining and his own named Gravatar profile supplies an authentic portrait. The source does not establish an exact appointment day or subsequent departure.

Matthew Tancik currently leads applied research at Luma AI according to his personal biography. He completed a computer-science PhD at UC Berkeley and previously studied at MIT, with research focused on neural representations and computer vision.

Jiaming Song is a generative-model researcher and former Chief Scientist at Luma AI, as his current personal website explicitly states. His earlier MIT Technology Review Innovators Under35 profile discusses diffusion models and provides an authentic portrait; its earlier Luma affiliation is historical.

Alex Yu is a computer-vision and generative-model researcher and former co-founder and CTO of Luma AI. His current personal biography explicitly describes that position as previous; the historical founder role is retained without inventing an end date.

Amit Jain is co-founder and CEO of Luma AI, which develops multimodal generative models and creative tools. Its own international-business announcement identifies him as CEO; his DLD speaker profile provides the authentic named portrait.

Healthcare Capital is the Kauvery Hospital Group investment arm supporting emerging healthcare and health technology companies. It combines seed investment with access to hospital clinicians, medical infrastructure, product testing, clinical validation and commercial integration. The platform evaluates startup business viability and funding stage, arranges expert pitch sessions and medical-device or technology pilots, and then selects investment, mentoring or procurement as distinct routes. Its published focus includes medical devices, healthcare IT, diagnostic imaging, oncology, preventive care, remote patient monitoring, chronic disease management, hospital infrastructure and consumables. The separate manager website also describes support with product development, market entry, recruitment, operations and fundraising. The legal company is Healthcare Capital Private Limited, identified in Kauvery’s signed annual return as a wholly owned subsidiary of Sri Kauvery Medical Care (India) Limited. It invested in LifeSigns’ AI-enabled patient monitoring business in an issuer announcement published in February 2025. Published primary sources do not establish a recent externally raised venture fund or a fund corpus.

Aravindan Selvaraj is an orthopaedic surgeon, co-founder and Executive Director of Kauvery Hospital, and founder of Healthcare Capital. He trained and practiced in Ireland and the UK before returning to Chennai. Kauvery’s own biography explicitly credits him with founding its health technology investment arm. Primary published records also identify him as Healthcare Capital’s director; the exact present statutory tenure is not established by a current investment-arm roster.

SPREAD’s own engineering-AI article explicitly names Oliver J. Blauth as Head of Solution Consulting in an executive webinar alongside Shane Connelly and Alexander Matthey. This is a source-qualified operating affiliation; the reviewed current leadership directory does not establish his present tenure, exact appointment day or a fuller individual professional biography. No unverified employment duration, education or personal cash check is inferred.

SPREAD’s owned newsroom publishes a September13,2023 announcement welcoming Steinunn Arnardottir as Vice President of Engineering. The current2026 public leadership and contributor directories do not establish her current operating role or departure day. This affiliation is recorded as historical; no unverified personal education or current employment is inferred.

Own SPREAD author directory identifies Tina Poethe as Product Designer. This is a source-qualified operating affiliation, with historical status explicit where the publisher says former. Exact appointment/departure day and additional professional biography are unpublished in reviewed sources; no guessed education or personal investing role.

Own SPREAD author directory identifies Pedro Vilhena as Senior Product Manager. This is a source-qualified operating affiliation, with historical status explicit where the publisher says former. Exact appointment/departure day and additional professional biography are unpublished in reviewed sources; no guessed education or personal investing role.

Own SPREAD author directory identifies Ricardo Trindade as Design Lead. This is a source-qualified operating affiliation, with historical status explicit where the publisher says former. Exact appointment/departure day and additional professional biography are unpublished in reviewed sources; no guessed education or personal investing role.

Own SPREAD author directory identifies Christian Ringwald as Senior Product Manager. This is a source-qualified operating affiliation, with historical status explicit where the publisher says former. Exact appointment/departure day and additional professional biography are unpublished in reviewed sources; no guessed education or personal investing role.

Own SPREAD author directory identifies Michelle Wind as Product Manager. This is a source-qualified operating affiliation, with historical status explicit where the publisher says former. Exact appointment/departure day and additional professional biography are unpublished in reviewed sources; no guessed education or personal investing role.

Own SPREAD author directory identifies Paula Polli as Product Designer. This is a source-qualified operating affiliation, with historical status explicit where the publisher says former. Exact appointment/departure day and additional professional biography are unpublished in reviewed sources; no guessed education or personal investing role.

Own SPREAD author directory identifies Shane Connelly as Former CPO. This is a source-qualified operating affiliation, with historical status explicit where the publisher says former. Exact appointment/departure day and additional professional biography are unpublished in reviewed sources; no guessed education or personal investing role.

SPREAD lists Stefan Tolle as an external senior executive adviser. Former GM & President at Bosch Mann+Hummel. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred. This is an advisory affiliation, not an assumed employee, statutory director or personal investment.

Own SPREAD author directory identifies Thomas Stošić as Group Product Manager. This is a source-qualified operating affiliation, with historical status explicit where the publisher says former. Exact appointment/departure day and additional professional biography are unpublished in reviewed sources; no guessed education or personal investing role.

Own SPREAD author directory identifies Tomas Karlsson as Former CTO. This is a source-qualified operating affiliation, with historical status explicit where the publisher says former. Exact appointment/departure day and additional professional biography are unpublished in reviewed sources; no guessed education or personal investing role.

Published SVP Go-to-Market at SPREAD AI, with prior experience Ex- McKinsey. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred.

SPREAD lists Christian Schulz as an external senior executive adviser. Former CFO at Traton RENK Group. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred. This is an advisory affiliation, not an assumed employee, statutory director or personal investment. Christian Schulz is independently named an actual personal SeriesB investor only in the financing release.

Published Head of Engineering at SPREAD AI, with prior experience Ex- Hexagon. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred.

Published Head of Engineering at SPREAD AI, with prior experience Ex- BMW Ex- Nokia. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred.

Published Head of Product at SPREAD AI, with prior experience Ex- Autobahn Security Ex- Deutsche WindGuard. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred.

SPREAD lists Harald Krüger as an external senior executive adviser. Former CEO at BMW. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred. This is an advisory affiliation, not an assumed employee, statutory director or personal investment.

Published People Lead at SPREAD AI, with prior experience Ex- Roland Berger. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred.

Published Head of Value Engineering at SPREAD AI, with prior experience Ex- Volkswagen Consulting. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred.

Co-founder and managing director of SPREAD AI, named co-CEO in its April2026 financing release. A mechanical engineer by training, he previously worked in production integration at Mercedes-Benz and in strategy consulting at MHP, a Porsche company. His work focuses on connecting engineering product data to improve development and operations. Own2026 directory, legal imprint and Industrial AI Summit biography support these facts.

Co-founder and managing director of SPREAD AI, named co-CEO in its April2026 financing release. His prior work includes technology and management consulting at MHP, a Porsche company, and technical solutions for IBM Watson IoT. He co-founded SPREAD with Philipp Noll in2019 to make complex engineering product data connected and actionable. Own2026 directory, legal imprint and Industrial AI Summit biography support these facts.

Published VP Finance & Strategy at SPREAD AI, with prior experience Ex- McKinsey Ex- Porsche. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred.

SPREAD lists Yves Bonnefont as an external senior executive adviser. Former Chief Software Officer at Stellantis. Source qualification: current own directory reviewedOctober8,2026; no unpublished personal education, appointment day or investor ticket inferred. This is an advisory affiliation, not an assumed employee, statutory director or personal investment.

Ryan Garver is named as Sixfold’s Staff Software Engineer in the own2026 technical interview on building an AI Underwriter. The source places him in the team developing production underwriting infrastructure and agent behaviour; education and earlier employers are not disclosed there.

Shirley Shen is named as Sixfold’s Lead Product Manager in its2026 engineering article. She discusses product work required to support auditable underwriting agents and has also been quoted as Senior Product Manager in an earlier narrative feature; no promotion date is assumed.

Drew Das is identified as Sixfold’s Senior AI Engineer in its2025 scale-of-AI interview. His earlier own2024 interview describes web development from high school, study and IT work at UC Davis, and roughly a decade of Silicon Valley software work. He discusses hybrid search, re-ranking, prompting and evaluation of production underwritingAI; the article author portrait belongs to MajaHamberg and is not reused as his image.

Ana Clara Ribeiro is identified by Sixfold as Product Marketing Manager. The source places this work within insuranceAI product communication and market development. Published own author affiliation; current title may update independently of article date. Additional personal career or education details are not inferred.

Ian P. Cook is identified by Sixfold as Head of AI. The source places this work within insuranceAI AI research and engineering. Published 2024 issuer event affiliation; exact employment start/end unknown; historical affiliation, current tenure unverified. Additional personal career or education details are not inferred.

Gregg Tourville is identified by Sixfold as Head of Design. The source places this work within insuranceAI design and user experience. Published 2024 issuer event affiliation; exact employment start/end unknown; historical affiliation, current tenure unverified. Additional personal career or education details are not inferred.

Jeremy Gormley is identified by Sixfold as Senior Sales Engineer. The source places this work within insuranceAI commercial relationships and platform adoption. Published 2024 issuer event affiliation; exact employment start/end unknown; historical affiliation, current tenure unverified. Additional personal career or education details are not inferred.

Laurence Brouillette is published as Sixfold’s Director of Customers&Partnerships in its2024 events and Head of Customers&Partnerships in later product commentary. Her own2024 webinar biography describes four years at Unqork spanning partnerships, go-to-market, product operations and client management, and a previous Director role at MotivePartners. Exact title-transition dates remain unknown.

Maja Hamberg is identified by Sixfold as Head of Marketing. The source places this work within insuranceAI product communication and market development. Published 2025 issuer event affiliation; exact employment start/end unknown. Additional personal career or education details are not inferred.

Roger Ferrandis is identified by Sixfold as Partner Relationship Manager. The source places this work within insuranceAI commercial relationships and platform adoption. Published 2026 issuer event affiliation; exact employment start/end unknown. Additional personal career or education details are not inferred.

Rosina Smith leads Sixfold’s UK regional business. In her own issuer interview she describes a career in insurance underwriting and technology and the adoption of AI across the UK and European insurance market.

Justin Sorce is identified by Sixfold as Senior Customer Success Manager. The source places this work within insuranceAI customer implementation and underwriting workflow support. Published 2026 issuer event affiliation; exact employment start/end unknown. Additional personal career or education details are not inferred.

Noah Grosshandler is identified by Sixfold as Senior Product Manager. The source places this work within insuranceAI product design and underwriting workflow development. Published 2026 issuer event affiliation; exact employment start/end unknown. Additional personal career or education details are not inferred.

James Posnett is identified by Sixfold as VP of Sales. The source places this work within insuranceAI commercial relationships and platform adoption. Published 2026 issuer event affiliation; exact employment start/end unknown. Additional personal career or education details are not inferred.

Marissa Tota is identified by Sixfold as Customer Success Manager. The source places this work within insuranceAI customer implementation and underwriting workflow support. Published 2026 issuer event affiliation; exact employment start/end unknown. Additional personal career or education details are not inferred.

Tim Flake is identified by Sixfold as Sales Director. The source places this work within insuranceAI commercial relationships and platform adoption. Published 2026 issuer event affiliation; exact employment start/end unknown. Additional personal career or education details are not inferred.

Brian Moseley is Sixfold’s co-founder and CTO. Before Sixfold he led Developer Experience at American Express for a global engineering population of10,000. His published background includes more than25 years building software for startups and nonprofits; his Sixfold role centers on product/platform architecture and AI engineering.

Alex Schmelkin is Sixfold’s founder and CEO. His published background spans more than20 years in insurance-focused entrepreneurship, including co-founding Unqork and Cake&Arrow before building Sixfold’s underwritingAI platform.

Daniel De La Garza is a named contributor to Dusty Robotics’ official support and training materials, including2026 articles describing longitudinal/transverse tilt readings, Dusty Academy access and the end-to-end customer workflow. This verifies the published support-author capacity only; the exact employment title, career history, degree and portrait are not publicly established in those sources.

Clemens Drews was identified by Dusty Robotics as its senior software engineer in the company’s2020 article on remote robotics work during COVID-19. His own account describes remote robot operation, VPN access, cloud collaboration and engineering coordination while hardware testing continued onsite. This affiliation is explicitly historical; no later promotion, present-day employment status or portrait is inferred from the old article.

Agapyo is a Montreal materials company developing Jam, a wood-waste-derived thermoplastic designed to replace rigid petroleum plastics in agricultural and consumer products. Its reactive-extrusion process makes wood feedstock moldable on existing injection-molding equipment. The company describes the material as durable during use and biodegradable in the natural environment at end of life. It supplies and licenses its materials technology to manufacturers, with commercial pilots initially focused on horticultural planter pots and further applications including tree protectors and computer peripherals. Agapyo was developed with TandemLaunch and McMaster University researchers; its seed financing supports pilot commercialization, production capacity and engineering and commercial hiring.

Marshall Hawley authored Dusty Robotics’ official August12,2024 launch article for Dusty Academy. The article describes courses for FieldPrinter operators, VDC managers and project managers, with hands-on instruction and BIM workflow training. This is a dated published training affiliation; no present-day employment title, education, management appointment or authentic individual portrait is inferred.

Jon Yochum is a named author of Dusty Robotics’ official layout and technical-training materials. The company’s2025 articles discuss automated-layout technician hiring, surveyed control and framing workflows, and the official March2026 support guide explains point-cloud and3D-scan use in the layout process. These sources verify a public contribution/technical affiliation; they do not establish a specific corporate job title, degree, current managerial position or appointment date.

Zachary Reiss-Davis is a Dusty Robotics marketing leader and published product/technical author. Supplier Performance Motion Devices’ direct case study identifies him as senior director of marketing and quotes his description of the FieldPrint design-to-field communication platform. His own public professional biography states responsibility for product, industry and corporate marketing; his company articles cover point styles and surveyed-control workflows, and official support articles updatedAugust2026 carry his name. Own site uses Zachary and Zack Reiss-Davis for the same coauthored control article. No unverified appointment date, additional degree or portrait is supplied.

Scott Nyborg is a published Dusty Robotics product-marketing speaker and author. The official Lean Construction Institute2025 congress directory identifies him as Senior Product Marketing Manager at Dusty and supplies his original portrait. His own Dusty articles address BIM coordination, multi-trade layout, contractor responsibilities and contractual workflow; the current company site publishes his September30,2026 article on multi-trade layout contract language. Exact employment appointment dates and additional career biography are not stated in these sources.

Osmo Antero Valovirta is the registered responsible external auditor for Harjavalta Ventures Oy on behalf of Ernst & Young Oy. EY’s own audit-services directory publishes Osmo Valovirta as a Partner, Audit Finland Deputy Leader and Local Region Leader. The Harjavalta affiliation is an external statutory audit engagement, not employment in the investment subsidiary or a personal investment.

Aina Solés is identified by Aizon as product marketing manager (published 2025 affiliation). Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. Company-named event affiliation, 2025; exact employment start/end unpublished.

Antonio (Tony) Moreira joined Aizon’s strategic advisory board in December2021. He was UMBC’s vice provost for academic affairs and a biochemical engineering professor with prior biopharmaceutical industry management experience. UMBC reports that he died on May21,2024; this affiliation is historical.

Christian Gay is identified by Aizon as quality & compliance manager (published 2026 affiliation). Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. Company-named event affiliation, 2026; exact employment start/end unpublished.

Cristian Marfa is identified by Aizon as vp technical sales and partnerships (published 2026 affiliation). Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. Company-named event affiliation, 2026; exact employment start/end unpublished.

David Merino is identified by Aizon as chief operating officer, chief financial officer. Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. The own directory places this affiliation in its meet the leadership team.

Derrek Evans is identified by Aizon as enterprise account executive (published 2025 affiliation). Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. Company-named event affiliation, 2025; exact employment start/end unpublished.

Eric Chin is identified by Aizon as board member. Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. The own directory places this affiliation in its board members. Eric Chin is published by Crosslink Capital as Partner and Alpha Founder. The current firm directory identifies this professional affiliation with the US SEC-registered investment adviser Crosslink Capital, Inc.; outside company directorships and individual investments are not inferred from the manager role.

Francesc Comas is identified by Aizon as chief customer success officer. Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. The own directory places this affiliation in its meet the leadership team.

Jerh Collins serves on Aizon’s Strategic Advisory Board, advising the AI manufacturing company’s executive and product teams on pharmaceutical industry requirements and adoption. The current directory describes the background as Chief Technical Operations and Quality Officer at Moderna. Outside positions are directory-attributed career context rather than a verified present employer appointment.

Jonathan David Epstein is identified by Aizon as senior enterprise account executive (published 2025 affiliation). Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. Company-named event affiliation, 2025; exact employment start/end unpublished.

Kevin Baughman is identified by Aizon as vp, aizon consulting services (published 2026 affiliation). Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. Company-named event affiliation, 2026; exact employment start/end unpublished.

Kevin Williams is identified by Aizon as chief commercial officer. Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. The own directory places this affiliation in its meet the leadership team.

Lluís Solanes is identified by Aizon as marketing director (published 2025 affiliation). Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. Company-named event affiliation, 2025; exact employment start/end unpublished.

Matthias Pohl is an InterPharmaLink partner and member of Aizon’s Strategic Advisory Board, established in2021 to support biopharmaceutical manufacturers’ adoption of validated AI and manufacturing analytics. His experience includes business stabilization, restructuring and expansion, formerly leading health, safety, environment and continuity management at Novartis and global quality at Sandoz.

Michele D’Alessandro advises Aizon on pharmaceutical manufacturing IT and digital transformation through its Strategic Advisory Board. She formerly served as vice president and CIO of Manufacturing IT at Merck, overseeing digital solutions for its manufacturing division. Aizon’s December2021 appointment announcement describes her subsequent consultancy focused on IT transformation and women in STEM.

Omar El-Ayat was named as a new Bigfinite (now Aizon) director in the company’s December2017 seed financing announcement, when he was a Crosslink Capital partner. His Aizon board affiliation is historical and is not included in the current company directory. The primary 2017 announcement identifies him as a representative of institutional backing rather than a verified personal subscriber.

Pablo Tosta is identified by Aizon as senior sales engineer (published 2026 affiliation). Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. Company-named event affiliation, 2026; exact employment start/end unpublished.

Pere Merino is identified by Aizon as board member and founder. Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. The own directory places this affiliation in its board members.

Scott B. Waldman joined Aizon’s board as an independent director on February27,2024. He founded Waldman Growth Strategies, advising life-sciences companies and private-equity firms on strategy, transactions and legal matters. Previously he led corporate development at Curia Global and held US general-counsel and chief-strategy-officer positions at Lonza, following a general-counsel role at Enzon Pharmaceuticals. Operating partner affiliated with NewVale Capital; the manager expressly states that operating partners are not its employees. His pharmaceutical manufacturing and strategy career includes corporate development at Curia and strategy/M&A leadership at Lonza. He holds Binghamton accounting and NYU law degrees.

Sunir Kapoor is identified by Aizon as board member. Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. The own directory places this affiliation in its board members. Atlantic Bridge’s March22,2025 published directory identifies Sunir Kapoor as Operating Partner. This is a dated published affiliation; current tenure is not independently confirmed by the redesigned live site. Sunir joined Atlantic Bridge in 2012 and has over 30 years of international management and technical experience working in technology for high profile companies such as Oracle (VP Marketing and VP Global Strategy) where he was part of the Management Committee and Microsoft (Director World Wide Business Strategy) where he reported to the Office of the President. Sunir was most recently CEO of UBmatrix Inc, the creator of XBRL, the global standard for business information exchange, which was acquired by RR Donnelley (NASDAQ: RRD). He was previously co-­founder and CEO of E-­Stamp, credited with inventing the technology and market for Internet postage (NASDAQ: STMP), and one of the first internet payment systems. Sunir has also worked for Novell, Inc., Honeywell as well as at the European Space Agency in Europe. Sunir has a BS (Hon) in Physics from the University of Birmingham (UK) and a MS in Computer Systems from the Cranfield Institute of Technology (UK).

Todd Holmes is the managing partner of NewVale Capital and an Aizon board member. NewVale was established in 2022 to invest in revenue-generating life-science services businesses and led Aizon’s USD20M Series C announced in February2024. His current Aizon directorship is independently published in the company directory. Founder and managing partner of NewVale Capital. His life-sciences investment and company-building work spans public and private markets. Before NewVale he led pharmaceutical and pharma-services investing at CRG, held senior investment positions at Gurnet Point and Third Rock Ventures, and invested at BVF Partners. He studied economics and Latin American studies at Colgate and earned a Wharton MBA. Todd Holmes is a published Beaconcure board member and NewVale Capital founder/managing partner. He previously invested at CRG, Gurnet Point Capital, Third Rock Ventures and BVF Partners and holds Colgate and Wharton degrees. No personal Beaconcure cash investment is inferred from the board role.

Toni Manzano is identified by Aizon as chief science officer, founder. Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. The own directory places this affiliation in its meet the leadership team.

Pep Gubau is identified by Aizon as chief executive officer, chief technology officer, founder. Aizon develops AI software for pharmaceutical and biotechnology manufacturing, including contextualized production data, electronic batch records and predictive process optimization. The own directory places this affiliation in its meet the leadership team.

Philipp Herget cofounded Dusty Robotics with Tessa Lau in2018. His supplied2025 RoboticsTomorrow Q&A identifies him as cofounder and CTO, and technology supplier Vicor independently publishes his direct quotation under that title. His technical work concerns robotic floor-layout systems and precision hardware. Carnegie Mellon’s official alumni directory identifies his2004 Electrical and Computer Engineering PhD with advisor Stancil. IBM Research’s2012–2013 primary publication records document his earlier work on servo write heads and magnetic thin-film inductors. Current own Dusty site does not supply an individual leadership biography or portrait; no company board seat is inferred.

Tessa Lau is Dusty Robotics’ cofounder and CEO. She cofounded the construction robotics company in2018 after robotics startup and research work. Her self-supplied IEEE ICRA2025 biography identifies earlier cofounder, CTO and Chief Robot Whisperer roles at Savioke (Relay) Robotics, where she worked on hotel delivery robots, and earlier robotics work at Willow Garage. She holds a University of Washington PhD in Computer Science. Her own Dusty account describes industry interviews and construction-site visits that shaped the company’s product direction; current investor NextGen also publishes her CEO testimonial. Prior affiliations are career history, not current roles.

XTech Ventures is a Tokyo-based independent venture capital firm investing primarily at seed and early stages. It backs business and consumer companies across sectors and helps founders with product-market fit, hiring, business development, financing and exit planning. Its newer investment priorities include AI, energy, space, defence, robotics, advanced materials and life sciences alongside software and consumer services. The firm also runs the xBridge-Yaesu shared office and X-Gate founder-support programme; participation in that programme does not itself establish an equity investment.

Banking, accounting and venture-fund administration professional who previously worked at Asahi Media Lab Ventures. Joined XTech Ventures as controller in2023; current directory names Senior Controller.

Former San-in Godo Bank professional with consumer and corporate finance experience. Joined XTech Ventures in October2026; current directory confirms affiliation, but the exact start day is unpublished.

Community and office operations professional previously involved in retail, furniture subscriptions and startup property services. Joined XTech Ventures in July2024; the exact day is not disclosed.

XTech Ventures co-founder with prior Hakuhodo and United experience, including early Mercari investment. The own biography also identifies an outside LayerX directorship; this is not a separate XTech office.

Former Recruit Communications professional focused on digital transformation, healthcare and human resources. Joined in August2021. Both current investment-manager and Chief of Staff duties are published.

Healthcare and materials investor with drug-discovery research, Konica Minolta R&D and Strategy& consulting experience. Joined in June2024.

Healthcare and deeptech investor with former BofA banking and Digital Garage investment experience. Joined in January2026; also studies medicine-related research at Juntendo University.

Investor with early-stage sourcing and venture-media experience, focused on consumer services and founders around incorporation. Joined XTech Ventures in September2021.

Former Accenture IT consultant focused on business-process services and security. Joined in June2025.

XTech Ventures co-founder with prior CyberAgent management and venture investment experience and WiL co-founding experience. The own biography identifies separate outside management and industry-association affiliations.

Research-driven investor with prior Mizuho TMT-sector and JAFCO experience. Joined in April2025 and focuses on consumer services.

Street Academy founder and former Carlyle private-equity investor with engineering and Stanford MBA training. Joined in March2025 and focuses on industrial AI, robotics, space and deeptech.

Certified public accountant with prior PwC tax and EY startup-audit experience. Joined XTech Ventures in April2026; the exact day is not disclosed.

Daniel Hager is a published Thesiger Capital Group advisory partner. His biography identifies Hager Group supervisory-board chairmanship and former CEO tenure2008–2023, with management studies at ESCP and Paris Nanterre. An undated president-elect reference in the manager biography is retained only as source context, without asserting a current2026 outside appointment.

Joachim von Sandrart, also named Jürgen-Joachim von Sandrart in the biography, is a published Thesiger Capital Group advisory partner and retired German Army lieutenant general. The manager describes retirement in2025 and his NATO Multinational Corps Northeast command2021–2024, with earlier SHAPE and German defence-ministry experience. His former command is historical, not current military authority.

Jürgen Fitschen is Thesiger Capital Group’s published advisory partner. His biography describes former Deutsche Bank co-CEO work2012–2016, earlier management-board service and former German banking-association presidency. He studied business administration at Hamburg. His advisory affiliation does not establish a personal investment or current Deutsche Bank executive role.

Alex Collins is a published Thesiger Capital Group partner, identified by the manager’s own named portrait and biography. The biography describes Eastbourne Capital partnership, Pacific Advantage vice-president work2015–2020 and AIM Capital vice-president work2010–2014, with Boston College Carroll School training. These are source-published career periods rather than independently asserted current outside employment.

Bhaskar Endow is a published Thesiger Capital Group partner. His own biography names former Tricap director work2018–2025 and Arqaam debt/equity capital-markets work2012–2018. He earned an MBA at WHU and studied engineering at Anna University. Those prior companies are not inferred current jobs.

Basil von Zitzewitz is a published Thesiger Capital Group partner. His biography describes founding International Business Development and industrial, infrastructure and natural-resources transactions, including China joint ventures. His earlier Deutsche Bank roles included Singapore and Indonesia. He studied business and economics at Sophia University; prior roles are career context.

David Zezza is a Thesiger Capital Group managing partner and UK statutory director from11April2024. The registry additionally publishes David John Zezza. His biography describes Citadel partnership and management-committee work2004–2007, founding-partner work at Eastbourne Capital and earlier Deutsche Bank emerging-markets/Asia leadership1997–2001. He studied economics at Duke University.

Gautam Sahdev is a published Thesiger Capital Group partner. His biography identifies former senior portfolio-manager and partner work at Gemcorp2016–2025, preceded by Deutsche Bank structured financing2007–2016. He has an MIT MBA and Princeton engineering training; these dated former affiliations are career context.

Ashok Aram is Thesiger Capital Group’s published managing partner and its UK statutory director and company secretary from11April2024. His own biography describes about30years in banking, principal financing and capital markets, including Deutsche Bank Europe CEO2016–2020 and Middle East/Africa CEO2010–2016. He studied engineering in Chennai and earned a master’s in international business at Sophia University. He presented the manager’s defence-investment syndication approach at a March2026 Roundtable event.

Thesiger Capital Group is a growth-financing investment platform focused on European strategic autonomy and resilience, including defence, security infrastructure, technological sovereignty and supply-chain security. Its published operating team combines investment and financing experience with industrial, policy and security expertise. Its exact verified UK entity is Thesiger Capital Group Ltd, company15635878, an active private limited company incorporated11April2024, registered at Niddry Lodge,51Holland Street, London W87JB. The company remains active: the March2026 compulsory-strike-off notice was followed by an April2026 discontinuation. The brand separately publishes Delaware as a location, without establishing an exact US subscribing vehicle. Unrelated Thesiger International energy-services businesses are not aliases of this investment manager. The current own website publishes six investment partners and three advisory partners. Ashok Aram and David Zezza are managing partners and the two verified UK directors; Ashok is also company secretary. The advisory roster includes retired military and industrial expertise and is distinguished from operating employment or current military command. The website’s250-plus combined years of experience and75-plus investments describe the team’s experience across prior funds and strategies, rather than proving75 current portfolio companies or a closed fund corpus. A March2026 joint Roundtable webinar describes European defence-deal syndication and special-purpose vehicles with multiple co-investors. This is evidence of its investment mechanism, not proof of a particular legal fund, LP capital close, licensing authorization or an individual investor allocation. No named pooled fund with a source-proven actual capital close was identified in reviewed primary material; incorporation share capital is not a venture fund raise. SPREAD’s own29April2026 announcement names Thesiger Capital as a new participant in its USD30million SeriesB supporting AI engineering intelligence for defence and complex machines. Freshfields’23July2026 transaction announcement separately identifies Thesiger Capital Group as a participant in Kraken Technology Group’s USD175million SeriesB for autonomous maritime-defence technology. Investor tickets and legal subscribing SPVs are not published in those sources. The manager’s own portfolio webpage currently contains generic template text and unnamed template images; it is not used as a verified investment directory.

OpenOcean publicly appointed Cyrus Hessabi as a London investment associate in September 2024. His background includes Salesforce and DN Capital, aerospace engineering and an MBA from Harvard. Current membership is unverified against its current directory.

OpenOcean publicly identified Ekaterina Almasque as a general partner in March 2025, with experience investing in AI, data infrastructure, cybersecurity and B2B software. Her current membership is unverified against its current directory.

OpenOcean publicly appointed Katariina Marttinen as operations manager in September 2024. Her published responsibilities included value creation, legal administration, ESG and compliance, following work at BCG, White & Case and Borenius. Current membership is unverified against its current directory.

Investment associate at OpenOcean with a background in technology growth investing at Redwheel and Baillie Gifford. He studied mathematical and theoretical physics at Oxford and Nagoya University.

AI venture partner at OpenOcean who helps AI founders commercialize research. She previously led a computer-vision product from R&D to international commercialization at Tractable and worked on corporate AI initiatives at McKinsey.

Known as Dups, he is an OpenOcean venture partner focused on sourcing investments and supporting portfolio companies. His published biography also identifies him as Supermetrics CIO and describes earlier leadership at Empire Avenue, MySQL and Sun Microsystems.

Operating advisor at OpenOcean supporting company building and growth. His background spans corporate operations and scaling technology businesses including EXL, AbsolutData and UiPath.

Michael “Monty” Widenius is a founding partner and advisor at OpenOcean, supporting entrepreneurs on open-source technology and communities. He is a technical founder of MySQL and MariaDB.

Senior investment associate at OpenOcean with experience in product development and data analytics at Wolt and Visma. She studied economics at Aalto University and is also pursuing engineering physics and applied mathematics.

Investment associate at OpenOcean and co-founder of two venture-backed software and media businesses. He previously led Seed and Series A deep-tech and B2B software investments at PXN Group, formerly Par Equity.

OpenOcean general partner focused on data-intensive technology. He co-founded MariaDB, held software-engineering and product leadership roles at MySQL and worked in management consulting.

Co-founder, chairman and published general partner of OpenOcean. He advised and invested in MySQL from its early development, co-founded MariaDB and previously worked in management consulting.

Finance director at OpenOcean whose published responsibilities include fund, ESG and portfolio operations and leading AI adoption and automation. He builds internal software, data pipelines and workflow tools and supports practical AI use across small teams.

Partner at OpenOcean with a background in software development, cybersecurity and startup operations. He worked at JPMorgan, helped launch Uber in the UK and served on Community Fibre’s executive team.

Fund controller at OpenOcean supporting fund reporting, finance and portfolio ESG work. He previously worked in corporate-banking analysis at Swedbank and studied finance at Hanken.

General partner at OpenOcean focused on data-intensive software and enterprise automation. His previous experience includes investing in MySQL, leading Nokia corporate business development and building Nokia Interactive Advertising.

Partner at OpenOcean with a background in engineering physics and mathematics. He previously worked in venture investing at Tesi and in Nokia finance and NGP Capital.

Published company directory explicitly lists Bob Clark in its former-team section as HeadOfProduct. This is the exact named Halo product professional, not a guessed same-nameexecutive. The legacy directory still cites the inactivehaloneuro.com domain and oldfundingtotal; role is historical, not asserted current2026relaunchedbrandstaff. Exactappointment/enddates unpublished.

Published company directory explicitly lists Shawn Razek in its former-team section as LeadHardwareEngineer. The legacy directory still cites the inactivehaloneuro.com domain and oldfundingtotal; role is historical, not asserted current2026relaunchedbrandstaff. Exactappointment/enddates unpublished.

Published company directory explicitly lists Kane Russell in its former-team section as SVPofMarketingandPartnerships. The legacy directory still cites the inactivehaloneuro.com domain and oldfundingtotal; role is historical, not asserted current2026relaunchedbrandstaff. Exactappointment/enddates unpublished.

Published company directory identifies Mike Hsieh as an employee, AgLocalfounder and Stanford alumnus. Identity is scoped to the Halo/AgLocal operator, not a guessed same-name investor. The legacy directory still cites the inactivehaloneuro.com domain and oldfundingtotal; role is historical, not asserted current2026relaunchedbrandstaff. Exactappointment/enddates unpublished.

Published company directory identifies Vesselina Nedeva as SeniorOperationsManager inSanFrancisco. The legacy directory still cites the inactivehaloneuro.com domain and oldfundingtotal; role is historical, not asserted current2026relaunchedbrandstaff. Exactappointment/enddates unpublished.

Published company directory identifies Andy Slopsema as DesignDirector inSanFrancisco. His personal LinkedIn includes a DanielChao recommendation about three years working at Halo. The legacy directory still cites the inactivehaloneuro.com domain and oldfundingtotal; role is historical, not asserted current2026relaunchedbrandstaff. Exactappointment/enddates unpublished.

Self-published company directory names Catherine Lowell as Chief of Staff; its displayed avatar is a generic placeholder and is rejected. The legacy directory still cites the inactivehaloneuro.com domain and oldfundingtotal; role is historical, not asserted current2026relaunchedbrandstaff. Exactappointment/enddates unpublished.

Self-published company directory names Kyle Browning as an employee. The legacy directory still cites the inactivehaloneuro.com domain and oldfundingtotal; role is historical, not asserted current2026relaunchedbrandstaff. Exactappointment/enddates unpublished.

Self-published company directory names Shelly Holland as an employee. The legacy directory still cites the inactivehaloneuro.com domain and oldfundingtotal; role is historical, not asserted current2026relaunchedbrandstaff. Exactappointment/enddates unpublished.

Halo’s own historical factsheet identifies Gordon Wright as VPofPublicRelations and presscontact. His own OutsidePR biography identifies agencyfounder/partner since1995 and prior EvansGroup leadership. The role is source-qualified as a historical externalcommunications affiliation, not a claim of current2026in-houseemployment.

Halo’s issuer-origin January30,2018 release appoints Peter Gotcher executivechairman. Dolby’s own biography identifies its boardchair and Digidesign founder, formerly venturepartner at Redpoint and IVP. The authentic Dolby portrait matches the independentlynamed director; no personal Halo check inferred from boardappointment.

Halo’s own November8,2016 announcement appoints him CMO, citing prior Lumo Bodytech and Hoka marketing leadership, Nike/NBA/Wrigley experience, Stanford All-American running and1992OlympicTrials. His authored MedicalTechOutlook article later identifies him co-CEO. Historical career chronology only; no current2026Haloexecutive appointment or personal investment inferred.

Medical-device entrepreneur and historical co-founder/CEO of Halo Neuroscience. The2016 MIT Sloan conference biography identifies Stanford MD and neuroscienceMS, NeuroPace business-development leadership and previous McKinsey consulting. Halo’s own2016 company announcement confirms CEO/co-founder; the2018 financing release quotes him as co-founder. Not asserted currentCEO of the relaunched Flow-operated brand.

Biomedical engineer and Halo co-founder. His own school-board biography identifies a Tulane biomedical-engineering PhD and earlier implantable brain-stimulator work for epilepsy; he is a registered US patent agent. Halo sources identify historical CTO and later CEO roles. Flow’s2021 acquisition announcement quotes him as HaloCEO and prospective Flow adviser. Exact promotion/termination dates remain unpublished; not asserted currentoperator of the2026Flow-ownedHalo brand.

LifeSigns develops connected patient monitoring and clinical decision-support systems for care from ambulance transport through emergency rooms, intensive care, hospital wards and post-discharge recovery at home. Its Nexus platform combines wearable and bedside-device data in a cloud dashboard, allowing clinical teams to follow physiological trends, configure alerts, calculate NEWS2 and qSOFA scores, and review multiple patients in one view. The current product integrates PreSense AI for predictive risk categories, a multilingual clinician assistant, and automated clinical reports using continuous monitoring data and uploaded records. LifeSigns also offers monitoring hardware through its Bolt product line, installation, staff training, cloud services and central monitoring support; its published hospital terms describe hardware rental and monthly service fees. The Indian business operates the LifeSigns brand through LS Devices Private Limited in Chennai. The company says its remote continuous monitoring platform is licensed as a Class B clinical decision-support system in India and uses ISO-certified quality systems; that is an issuer statement, and blanket FDA approval of its entire software, AI and hardware platform is not independently established here. Published hospital deployment and clinical benefit figures are company or investor reports, rather than guaranteed outcomes for every patient.

Amirthavarshini D is published in connection with LifeSigns as Employee engagement and HR (published work). Issuer-reposted first-person account describes employee-engagement work across hospital locations; formal job title and exact tenure are unverified.

Dhiwagar Elumalai is published in connection with LifeSigns as Central Monitoring Team (self-published affiliation). Self-published professional profile describes work monitoring patient vitals within LifeSigns CMT; precise formal title and current tenure dates are unverified.

Girish Chandra is published in connection with LifeSigns as Founder and Director. Psychiatrist and hospital leader bringing clinical and healthcare-operating experience to patient monitoring.

Hari Subramaniam is published in connection with LifeSigns as Founder and Chief Executive Officer. Entrepreneur who leads company strategy, alliances and commercialization.

Harsh Jaishanker is published in connection with LifeSigns as Product Development team member. Company-published product development contributor to its fall-detection discussion.

Hasan Mohyudeen is published in connection with LifeSigns as Engineering collaborator (published work; legal employer unverified). Issuer-reposted engineer discusses collaboration and tags LifeSigns and Schutzen HealthTech; direct employment and exact corporate affiliation remain unverified.

Heshwanth Kumar M E is published in connection with LifeSigns as Clinical implementation and nursing training (published work). Issuer-reposted first-person account describes nursing training and LifeSigns implementation work; formal job title and legal employer are unverified.

Lokesh Vishnoi is published in connection with LifeSigns as Engineering team member. Named by the issuer among seven engineers responsible for its medtech systems; no more specific formal title or appointment date is inferred.

Madhu Gopal Sirivella is published in connection with LifeSigns as Engineering team member. Named by the issuer among seven engineers responsible for its medtech systems; no more specific formal title or appointment date is inferred.

Mridula Kulkarni is published in connection with LifeSigns as Engineering team member. Named by the issuer among seven engineers responsible for its medtech systems; no more specific formal title or appointment date is inferred.

Pattabiraman Nagarajan is published in connection with LifeSigns as Company representative (published affiliation; title unverified). Self-published profile names LifeSigns, and an issuer-published CAHOCON2026 post identifies him as its presenter on patient safety; exact formal company title is unverified.

Prem kumar.M is published in connection with LifeSigns as Network-project contributor (published work; employment unverified). Issuer-reposted author describes hospital network implementation projects and tags LifeSigns; this records published project work, without asserting direct employment or a formal company title.

Ravishankara Srinivasa is published in connection with LifeSigns as Engineering team member. Named by the issuer among seven engineers responsible for its medtech systems; no more specific formal title or appointment date is inferred.

Satish Kumar Bhoi is published in connection with LifeSigns as Engineering team member. Named by the issuer among seven engineers responsible for its medtech systems; no more specific formal title or appointment date is inferred.

Senthil Natarajan RM is published in connection with LifeSigns as Published LifeSigns affiliation (title unverified). Own personal experience profile names LifeSigns, corroborated by issuer tags; exact job title and appointment date are not published.

Shaikh M Abedeen is published in connection with LifeSigns as General Manager, HR (published affiliation). Named in an issuer-reposted professional nomination for his HR and employee-experience work. This is a bounded published affiliation.

Shivam Kumar is published in connection with LifeSigns as Engineering team member. Named by the issuer among seven engineers responsible for its medtech systems; no more specific formal title or appointment date is inferred.

Shouri Akkineni is published in connection with LifeSigns as Founder and Director. Founder involved in company direction; own legal terms also identify him as its authorized signatory.

Shreyas Bharadwaj is published in connection with LifeSigns as Engineering team member. Named by the issuer among seven engineers responsible for its medtech systems; no more specific formal title or appointment date is inferred.

Tausif Thangalvadi is published in connection with LifeSigns as Chief Operating Officer and Medical Director. Emergency-medicine practitioner whose published responsibilities combine operating and medical leadership.

Vamsha Thambiyapillai is published in connection with LifeSigns as Associate Manager, Central Monitoring Team (self-published affiliation). Self-published profile describes an associate-manager role in patient monitoring; her own2026 account describes leading the Central Monitoring Team after beginning as a trainee, without an exact promotion date.

Yuvalakshmi Vinayagam is published in connection with LifeSigns as Former Data Analyst (self-published historical affiliation). Self-profile describes LifeSigns data-analysis work; later first-person posts describe moving to Medcare in Dubai. The older LifeSigns About text is retained as historical affiliation without inventing an exact departure date.

Clarisse Duval is explicitly named by Porsolt in its2026 scientific research announcements. The published affiliation concerns preclinical pharmacology, safety assessment or neurotoxicity research. This records a source-qualified research contribution rather than inferring an executive title, outside clinical practice or an unpublished employment contract. A fuller individual career biography and authentic portrait were not verified in accessible primary material.

Marion Picard is explicitly named by Porsolt in its2026 scientific research announcements. The published affiliation concerns preclinical pharmacology, safety assessment or neurotoxicity research. This records a source-qualified research contribution rather than inferring an executive title, outside clinical practice or an unpublished employment contract. A fuller individual career biography and authentic portrait were not verified in accessible primary material.

Sonia Rompion is explicitly named by Porsolt in its2026 scientific research announcements. The published affiliation concerns preclinical pharmacology, safety assessment or neurotoxicity research. This records a source-qualified research contribution rather than inferring an executive title, outside clinical practice or an unpublished employment contract. A fuller individual career biography and authentic portrait were not verified in accessible primary material.

Tristan Rupp is a biological scientist with a doctorate in pharmacology and experimental oncology from the University of Strasbourg. His self-authored ORCID profile records Head of Oncology and Study Director at Porsolt from May2,2017 to September1,2024. Porsolt’s June2022 GPS partner release names him as head of oncology in the collaboration with GlioCure and CHU Angers. Later publication affiliations do not establish continuing company employment.

David Babin is explicitly named by Porsolt in its2026 scientific research announcements. The published affiliation concerns preclinical pharmacology, safety assessment or neurotoxicity research. This records a source-qualified research contribution rather than inferring an executive title, outside clinical practice or an unpublished employment contract. A fuller individual career biography and authentic portrait were not verified in accessible primary material.

Florian Simon is explicitly named by Porsolt in its2026 scientific research announcements. The published affiliation concerns preclinical pharmacology, safety assessment or neurotoxicity research. This records a source-qualified research contribution rather than inferring an executive title, outside clinical practice or an unpublished employment contract. A fuller individual career biography and authentic portrait were not verified in accessible primary material.

Frédéric Tantot is explicitly named by Porsolt in its2026 scientific research announcements. The published affiliation concerns preclinical pharmacology, safety assessment or neurotoxicity research. This records a source-qualified research contribution rather than inferring an executive title, outside clinical practice or an unpublished employment contract. A fuller individual career biography and authentic portrait were not verified in accessible primary material.

Guillaume Froget is Senior Advisor to Porsolt following Xavier Morge’s2025 appointment as President. He previously led Porsolt as President and CEO and was named in its2015 Fluofarma acquisition and2023 majority-buyout announcements. He has contributed to preclinical pharmacology and oncology research and represented Porsolt in the2022 GPS collaboration on patient-derived glioblastoma models. His former executive titles are historical; current adviser status is explicitly sourced.

Mathieu Choné is explicitly named by Porsolt in its2026 scientific research announcements. The published affiliation concerns preclinical pharmacology, safety assessment or neurotoxicity research. This records a source-qualified research contribution rather than inferring an executive title, outside clinical practice or an unpublished employment contract. A fuller individual career biography and authentic portrait were not verified in accessible primary material.

Oumayma Essid is explicitly named by Porsolt in its2026 scientific research announcements. The published affiliation concerns preclinical pharmacology, safety assessment or neurotoxicity research. This records a source-qualified research contribution rather than inferring an executive title, outside clinical practice or an unpublished employment contract. A fuller individual career biography and authentic portrait were not verified in accessible primary material.

Sébastien Bréche is a publicly named member of Porsolt’s scientific and commercial team. Its2026 EUROTOX announcement names him as a company representative discussing preclinical neurotoxicity and histology models, including NMDA-induced Olney’s lesions. He is also a co-author of the company’s safety-pharmacology and predictive-toxicology research posters. Individual job title and fuller career biography were not verified.

Arezki Yanis Idres is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Arielle Simchowitz is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Carla Cancio is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Christelle Froger-Colleaux is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Jessica Bellec-Dyèvre is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Philippe Guillaume is explicitly named by Porsolt as a safety-pharmacology study director in its current2026 white-paper announcement. Published work covers cardiovascular telemetry, hERG assays, exposure–QTc analysis and integrated CNS, respiratory and cardiovascular safety profiling for investigational drug-development programmes.

Sonia Goineau-Brissieux is explicitly named by Porsolt as a safety-pharmacology study director in its current2026 white-paper announcement. Published work covers cardiovascular telemetry, hERG assays, exposure–QTc analysis and integrated CNS, respiratory and cardiovascular safety profiling for investigational drug-development programmes.

Anne-Marie Hernier is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Elise Esneault is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Mehdi Ellouze is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Mikaël Pâquet is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Solène Pédron is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Dalena Bressler is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Guillaume Peyon is Porsolt’s publicly named CNS Study Director. Its September2026 epilepsy-congress announcement describes his presentation of research comparing electrical amygdala-kindling paradigms and antiseizure-compound responses in rats. These are preclinical research models, not demonstrated clinical treatment efficacy.

Laura Lockwood is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Méliana Escoda is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Xavier Morge is President of Porsolt, whose appointment was announced in April2025. He brings more than thirty years of leadership in life-science contract research and drug-development organizations. Previously CEO of BIOASTER, he has experience in corporate development, mergers, acquisitions and integrating research organizations. He co-founded and chaired the French association of CROs. The current Seven2 portfolio independently confirms his Porsolt presidency; his former BIOASTER affiliation is historical.

David Pushett is Director of Global Business Development at Porsolt, appointed in October2010 and confirmed by the company’s January2026 named team and his current IQed adviser biography. He holds a doctorate in genetics from Monash University in Australia and works across preclinical neurology, drug discovery and business development. His prior roles included vice-president of business development at PsychoGenics and chief operating officer at MindGenix, an Alzheimer’s preclinical-research organization.

Florian Decrouy is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Sabrina Djemmali is explicitly named in Porsolt’s January12,2026 scientific, sales and marketing team meeting announcement. Porsolt is a French preclinical drug-discovery research organization with efficacy, central-nervous-system and safety-pharmacology services. The announcement establishes the named company affiliation; an individual job title, fuller career biography and authentic individual portrait were not independently published in the accessible company directory.

Porsolt SAS is an active French preclinical contract research organization based at Le Genest-Saint-Isle near Laval, Mayenne. Its legal entity is SIREN425113321, registered November2,1999; the operating brand reports research history since1985. It supplies biopharmaceutical companies, academic institutions and nonprofits with in-vitro, ex-vivo and in-vivo drug-discovery, efficacy, pharmacokinetic, safety-pharmacology, histology and toxicology services. Its central-nervous-system research covers epilepsy, cognition and aging, neurodegeneration, psychiatric disorders, stroke, pain and dependence liability, including electrophysiology and EEG. Its glioblastoma partnership with GlioCure and CHU Angers develops patient-derived preclinical models; these are research services rather than approved medicines or demonstrated clinical efficacy. The company publicly describes GLP-compliant and AAALAC-accredited operations. Xavier Morge became President in2025, while former President and CEO Guillaume Froget became Senior Advisor. The publicly named scientific, sales and marketing team is recorded separately from external research collaborators and historical employees. Paris Apax Partners SAS, renamed Seven2 in2023, announced a majority acquisition February21,2023 with existing management and shareholders reinvesting; this is ownership, not an inferred new-cash fundraising round. Its purchase price and issuer-primary-cash allocation remain unpublished. Porsolt acquired the Bordeaux cell-assay business Fluofarma in2015. Registered share capital, sales revenue and investor AUM are not treated as fundraising. Current operating identity is verified against the official French business registry.

Ken Zannoni is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

ALMA Ventures is an Israel-linked early-stage investment and company-building platform focused on mental health, brain health, resilience and longevity. It backs science-based technologies spanning digital biomarkers and cognitive screening, care triage and outcome measurement, digital and hybrid therapeutics, neuromodulation and brain–computer interfaces, and platforms supporting treatment-resistant care. Alongside capital, its published approach supports clinical pilots, validation, regulation, reimbursement and expansion into the US. The platform is distinct from the independently governed and funded ALMA Foundation, which supports research, implementation and shared clinical evidence. Its own profile reports founding in 2026; a precise fund launch date, committed corpus and named investments are not publicly established in the reviewed primary sources.

Investment and venture-building professional whose published background spans banking, impact finance, strategy and innovation.

Neuroscientist whose published education includes Oxford and Rockefeller. ALMA identifies her separate MAFAT neurotechnology leadership as professional context.

Physician and medical-simulation leader. ALMA identifies his separate Sheba rehabilitation-hospital leadership and founding role at the Israel Center for Medical Simulation.

AI and precision-medicine researcher. His published background includes New York University, NYU Langone and earlier UnitedHealth/Optum work.

Venture investor and company builder with published experience in technology exits and leadership of IMA Foundation and Wings IL. These separate affiliations are background, not additional ALMA offices.

John Zacamy is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Behavioral-neuroscience scientist and investor. Her published experience includes ScienceAbroad, AWZ Ventures and NEXVOX; these are biographical context rather than independently created current employment.

Clinical psychiatrist associated with Columbia University and the New York State Psychiatric Institute, with published work leading mental-wellness equity research.

AI product professional with experience in language and vision applications, including Smartling. ALMA also identifies her separate Nazarian Family Foundation board affiliation.

Brain scientist and clinician whose published background includes the Sagol Brain Institute, GrayMatters Health and Tel Aviv University psychedelic research. These outside institutions are not ALMA portfolio or employment claims.

Startup-development professional whose published background includes leadership at MassChallenge Israel and co-founding Moonscape Ventures.

Christina Zacamy is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Eric Thomas serves on Alumni Ventures’ Investor Advisory Council. He founded Vergys in2008 after work across consulting, financial markets and large corporations. Vergys has advised US government organisations on operations, technology and leadership. He holds a chemical-engineering degree from Northwestern and an MBA from Michigan. Council membership is a separately published advisory affiliation.

Alex Shender is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Terence Rozier-Byrd is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Jafar Rizvi is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Mike Riegelman is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Stacey Lee is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Michael Klieger is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Shaz Kahng is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Steven Finn is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Nidhi Chadda is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Mary Jane Bedegi is listed by Alumni Ventures in these public professional and governance roles: Investor Advisory Council Member. Council membership is a separately published advisory affiliation.

Tuleeka Hazra is listed by Alumni Ventures in these public professional and governance roles: Director of Business Development. Regional or subsidiary responsibilities remain scoped to the titles explicitly published by the global platform.

Sophia Zhao is listed by Alumni Ventures in these public professional and governance roles: Partner, AI First Fund, Blockchain, Digital Assets & Marketplaces Fund & Women's Fund.

Wesley Yiu is listed by Alumni Ventures in these public professional and governance roles: Managing Partner, Waterman, 116 Street, Congress Avenue & Ring.

Ray Wu is listed by Alumni Ventures in these public professional and governance roles: Managing Partner, AI First Fund, Blockchain, Digital Assets & Marketplaces Fund.

Drew Wandzilak is listed by Alumni Ventures in these public professional and governance roles: Senior Principal, Green D, Yard & Strategic Tech Fund.

Jack Statza is listed by Alumni Ventures in these public professional and governance roles: Partner, AI First Fund, Blockchain, Digital Assets & Marketplaces Fund.

Chris Sklarin is listed by Alumni Ventures in these public professional and governance roles: Managing Partner, Castor.

David Shapiro is a managing partner at Alumni Ventures working with Blue Ivy Ventures, Nassau Street Ventures and its Healthtech Fund. His earlier experience includes corporate and business development at DataXu, venture and private-equity investing at3i, and growth-capital work at GE Asset Management. He studied history at Yale and completed an MBA at Dartmouth.

Camille Scheyer is listed by Alumni Ventures in these public professional and governance roles: Senior Associate, Purple Arch, Lakeshore & Strategic Tech Fund.

Mike Peri is listed by Alumni Ventures in these public professional and governance roles: Managing Partner, Purple Arch & Lakeshore & Healthtech Fund.

Meera Oak is listed by Alumni Ventures in these public professional and governance roles: Partner, Spike & Women's Fund.

Keaton Nankivil is listed by Alumni Ventures in these public professional and governance roles: Partner, Bascom & Sports Fund.

Todd McIntyre is listed by Alumni Ventures in these public professional and governance roles: Managing Partner, Spike.

Bryan Liu is listed by Alumni Ventures in these public professional and governance roles: Principal, AI First Fund & Blockchain, Digital Assets & Marketplaces Fund.

Ron Levin is listed by Alumni Ventures in these public professional and governance roles: Managing Partner, Seed Fund.

Bozhena Kulchyckyj is listed by Alumni Ventures in these public professional and governance roles: Senior Associate, Seed Fund.

Brian Keil is listed by Alumni Ventures in these public professional and governance roles: Managing Partner, Chestnut Street & Triphammer & AI & Robotics Fund.

Aki Jiang is listed by Alumni Ventures in these public professional and governance roles: Senior Principal, 116 Street & Waterman, Congress Avenue & Ring.

Sallie Jian is listed by Alumni Ventures in these public professional and governance roles: Partner, Strawberry Creek.

Charlotte Jenkins is listed by Alumni Ventures in these public professional and governance roles: Senior Associate, Green D & Yard.

Mason Hale is listed by Alumni Ventures in these public professional and governance roles: Senior Principal, Chestnut Street, Triphammer & AI & Robotics Fund.

Yevgeny Gelfand is listed by Alumni Ventures in these public professional and governance roles: Partner, Blue Ivy & Nassau Street.

Lucy Friedmann is listed by Alumni Ventures in these public professional and governance roles: Principal, Blue Ivy & Nassau Street.

Evy Chen is listed by Alumni Ventures in these public professional and governance roles: Senior Principal, Castor & Women's Fund.

Matt Caspari is a managing partner at Alumni Ventures working with Strawberry Creek Ventures and its Deep Tech Fund. His investment remit includes technologies drawing on physical AI, scientific research, energy and space infrastructure. He studied biochemistry at Georgetown and business and entrepreneurship at UC Berkeley.

Rupika Brito is listed by Alumni Ventures in these public professional and governance roles: Senior Principal, Strawberry Creek & Deep Tech Fund.

Chris Bradbury is listed by Alumni Ventures in these public professional and governance roles: Principal, Spike.