Ken Priore
I help companies build AI they can actually answer for. Most of my career has been in-house counsel, some of it as outside general counsel, always close to the builder and business.
I started in asset management, took a venture fund public on the New York Stock Exchange, was general counsel to a consumer platform, built privacy programs under GDPR and CCPA, and enabled the partnerships and IP behind enterprise software.
Every one of those jobs came down to the same thing: knowing what a system did, who allowed it, and who is on the hook.
Now that work has a name. In-house it is product and AI governance. Outside it, it is published research on proving what AI systems do and who authorized it.
Experience
Career ledger · 1995–2026-
Previously
- Associate General Counsel · Product and Strategic Partnerships
Lead legal for Product, Engineering, IP, and Partner Legal on the Intelligent Agreement Management platform. The team sits where the platform meets the law: responsible-AI governance across the ML lifecycle, legal-by-design and privacy-by-design embedded in the development process itself, stewardship of the global IP portfolio, and the platform, ISV, and channel transactions that extend the partner network. The through line is trust that survives scrutiny, from regulators, from partners, and from the agents now doing the work.
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Directed privacy across product and compliance. Built the Global Privacy Program from shared principles and a risk-oriented methodology, meeting GDPR, CCPA, and CPRA across the full documentation stack, from DPAs and transfer assessments to retention schedules and incident response. Scaled privacy requirements across more than 5,000 marketplace app partners, and ran privacy impact assessments alongside product leadership so concerns surfaced during development, before launch. Led a team of four privacy attorneys and program managers.
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Previously
- Senior Managing Counsel · Partnerships
- Senior Commercial Counsel
Lead counsel on the enterprise infrastructure migration to Google Cloud: months of negotiation, dozens of teams, Board and C-suite engagement. Ran partnership legal for technology integrations with Microsoft, Salesforce, Apple, Google, Slack, Zoom, and Okta; oversaw procurement legal for more than 2,000 vendors; and re-engineered the contract review process around a new CLM as the pandemic reshuffled priorities.
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Lead commercial counsel for IoT hardware and software sold to utilities and smart cities. Structured and negotiated the full range of technology agreements, from software licensing and cloud services to manufacturing and supply, and drafted the NaaS and SaaS templates the business standardized on. Closed transactions across APAC and EMEA inside a matrixed organization, and ran recurring privacy and security audits of vendors and key partners. Itron acquired the company for $830M in January 2018.
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General counsel as the company grew from startup to a platform serving more than 10 million users across 150 countries. Built the legal function whole: privacy policies and terms of service for a category the law had not caught up with, content-moderation and takedown architecture, a trademark portfolio spanning the United States, Europe, Australia, and Canada, and the asset sale of Blendr with its cross-border IP and revenue-share provisions. Supported the private equity investment that led to the company's $93M acquisition by Beijing Kunlun Tech.
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Commercial counsel, on secondment, negotiating the agreements a payments platform runs on: the master payment processing agreement, software licensing and consulting MSAs, and co-marketing and seasonal campaign agreements for merchant services and business development.
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Part-time general counsel to a consulting firm with more than 90 employees and $20M in annual revenue. Strengthened the master service agreement's indemnification and liability protections, led a partnership negotiation that raised revenue 50 percent, guided the Board through a reduction in force, and led the strategic response to a breach of customer personal data.
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General counsel and COO of a debt-restructuring firm. Designed the compliance architecture for a heavily regulated business, from debt collection and telemarketing rules to consumer and commercial bankruptcy, while the firm grew past $5M under management within eighteen months. Led the earn-out sale to a market leader from first meeting to final documents.
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Founding partner and counsel of an e-learning firm delivering heavily regulated products, including the California Online Traffic School. Served as the primary contact for every regulatory inquiry, negotiated the acquisition of the traffic school itself, and converted that regulatory footing into consulting engagements with Toyota Motors USA and WellPoint.
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Securities litigation handled from both plaintiff and defense perspectives, across law and motion, arbitration, and mediation. Represented an investment management firm through the acquisition of a competitor with $789M under management and its simultaneous sale to a third-party financial institution, and structured offshore ownership for a client holding more than 5,000 internet domain names.
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In-house counsel for the venture fund that went public first. Drafted the N-2 registration and fund prospectus, built the compliance program from a blank page, and ran the NYSE listing of the meVC Draper Fisher Jurvetson Fund I, raising $330M through an unusual delayed listing and trading window. Stood on the NYSE podium on June 26, 2000, the first day of trading. Closed 17 financings in just over a year and lobbied through the Business Development Company Roundtable to modernize fund rules under the Investment Company Act.
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Managing attorney for arbitration, litigation, and third-party actions, running an active docket of 400 simultaneous matters covering more than $100M in customer assets. Built a document automation program that raised the department's capacity 300 percent while headcount fell by half, then moved to policy, advising business units on securities regulation under the 33, 34, and 40 Acts, including the firm's early e-commerce practices.
Advisory
Board and advisory roles-
Advises on AI governance and responsible enterprise deployment. PlantUnity centralizes and standardizes industrial plant data so manufacturers can ship production software faster, which puts the governance work inside a working factory.
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Board chairperson and strategic advisor. Third Economy helps organizations analyze and improve their ESG performance and build sustainable-investing strategies, organized around the VIA3 framework. The seat draws on sustainability work inside operating companies: smart-grid infrastructure at Silver Spring, disclosure and procurement practices at Box, and program building at Atlassian.
On the record
Papers · Publications · Speaking · Media · Credentials- 2026 Certificate of Action: A Trust Primitive for Verifiable Autonomous Legal AI Agent Workflows Accepted to ICML 2026; presented in Seoul, July 2026. A tamper-evident record proving what an agent did, under what authority, and whether a human reviewed it; mapped to EU AI Act and NIST AI RMF. ICML 2026
- 2026 The Fiduciary's Footprint: How Legal AI Agents Can Prove They Were Loyal Presented at NYU School of Law, "Fiduciary Duties and AI" workshop (Information Law Institute + GliaNet Alliance), June 2026. Maps the four fiduciary duties to four verifiable layers. NYU School of Law
- 2026 Contributor, MIT FutureTech AI Risk Initiative Prioritizing the Risks from Artificial Intelligence, a Delphi study of 272 experts across 37 countries ranking 24 AI risks by severity, exposure, and responsibility; the structural gap between who carries AI risk and who can reduce it (airisk.mit.edu/priorities). MIT FutureTech
- 2026 Attest Working Certificate of Action prototype built at the Legal Quants (LQ002) hackathon; live tamper-evidence across an agent pipeline. Legal Quants
- 2027Forthcoming Co-author, "The Legal Profession and the Judicial System" Chapter in the IAPP textbook for the AI Governance Professional (AIGP) certification. IAPP
- 2026 Foreword to AI-Driven Agreement Intelligence by Abhinav U. Sharma, S. Chand Publishing Introductory essay for a twelve-chapter text on legal AI, written for early-career lawyers, technologists, and students. S. Chand Publishing
- 2026 Presented and defended "Certificate of Action: A Trust Primitive for Verifiable Autonomous Legal AI Agent Workflows" at the poster session, Seoul, South Korea ICML 2026
- 2026 Invited presenter, "Fiduciary Duties and AI" workshop at NYU School of Law, convened by the Information Law Institute with the GliaNet Alliance NYU School of Law
- 2026 Panelist, "Lessons from Leaders: AI Legal Policy & Governance Power Users" at the Future of Privacy Forum Advisory Board Meeting; counsel from IBM, Anthropic, Meta, and Medidata, Washington, D.C. Future of Privacy Forum
- 2026 "Governing Agents Before the Rules Are Written," on agent accountability, audit trails, and cross-disciplinary governance, San Francisco BSA
- 2026 Guest lecturer, "When Consent Has No Moment: Agents, Nondeterminism, and the Next Ten Years of Data Protection," at the invitation of Prof. Graça Canto Moniz (Google Chair on Data Governance) and Prof. Vera Lúcia Raposo (Vice-Dean), Lisbon, Portugal NOVA School of Law
- 2025 "The Convergence of AI and IP: Policy Frameworks That Actually Work," with María José Cordero (ElevenLabs), Christopher A. Suarez (Steptoe), and Scout Moran (Superhuman) PLI California
- 2025 "AI Governance as a Driver of Innovation Amidst Regulatory Flux," presented with Bret Cohen (Hogan Lovells) and Saima Fancy (Adobe), San Diego IAPP P.S.R.
- 2025 In-house AI governance panel, moderated by Cynthia Cwik (JAMS), with Matt Samuels (Anthropic), Roy Wang (Eightfold AI), and Belinda Luu (Kaiser Permanente) ABA AI & Robotics
- 2025 "Where AI Autonomy Meets Legal Reality," agentic AI program Stanford Law School
- 2024 "Developing AI Policy and Governance for IP": building a practical AI governance framework, from mission and KPIs to interdisciplinary committees and internal controls PLI
- 2024 Privacy KnowledgeNet with Loyola Law School and the Loyola Privacy Rights Association, Los Angeles IAPP KnowledgeNet
- 2023 Co-hosted a breakout session on generative AI: risk assessment, tool onboarding, and governance strategies for in-house counsel DeputyGC Summit
- 2022 Guest lecturer, privacy concentration taught by Amy Gajda, Tulane Law School Tulane Law
- 2022 Risk-strategy presentations at the first post-pandemic National Deputy GC conference, New York TechGC Summit
- 2014 Panelist, "Legal Issues for Startups: What Non-Lawyer Entrepreneurs Need to Know," One-Hour Briefing PLI
- 2012 Startup Policy Lab: Crowdfunding; a discussion series on equity crowdfunding and SEC rulemaking for the startup community Startup Policy Lab
- 2012 "Privacy and the Many Layers of Mobile Platforms," Conference on Mobile and Location Privacy (Information Law Institute + Princeton CITP), roundtable moderated by Julia Angwin NYU School of Law
- 2011 Participant, SEC Government-Business Forum on Small Business Capital Formation SEC
- 2025 "The Art of Decision Ownership": decision ownership, embedding legal upstream, and psychological safety in legal teams. Co-hosted with Jessica Nguyen. In-House Podcast
- 2025 "Harnessing AI to Elevate Legal Talent," with Sandy MacDonnell and Krysta Johnson of Docusign, on legal ops as a strategic function In-House Podcast
- 2025 "AI is getting very good at acting like a lawyer. It isn't one," with Jenny Hamilton, Chief Legal Officer of Exterro In-House Podcast
- 2024 "Developing an AI Use Policy," a three-part series on moving from principles to guardrails teams use Briefly
- 2014 Co-author, Comments on JOBS Act Title III (Crowdfunding) Submitted to the U.S. Securities and Exchange Commission on behalf of Hackers/Founders; File No. S7-09-13. SEC
- 2012 Interviewed as a securities practitioner in Local Dollars, Local Sense by Michael H. Shuman On business development companies (BDCs) and direct public offerings; chapters 6 and 8. Chelsea Green
- 2012 Quoted as General Counsel of Grindr on LGBT visibility in venture capital "StartOut awards highlight LGBT business leaders," March 15, 2012. Bay Area Reporter
- Tulane University Law School · JD, Law JD
- Tufts University · BA, History & Political Science BA
- IAPP · CIPP/E CIPP/E
- UC Law SF / LexLab · Law and Artificial Intelligence Certificate Certificate