As AI agents proliferate across the enterprise, organizations face a governance gap: agents operate without the business context, risk profile, or regulatory metadata that compliance and oversight require.
Tavro was founded to solve this. We created the Agent Metadata Specification — an open standard for how agents describe themselves — and built an open-source catalog and commercial enterprise platform on top of it.
AMS is a digital public good. We believe open standards are the only way to achieve true agent interoperability across the enterprise.
Our specifications are shaped by practitioners from banking, healthcare, energy, and other regulated sectors — not just technologists.
Every product decision at Tavro is made through the lens of risk. We build for CROs, compliance teams, and regulators — not just developers.
Co-Founder & CEO
Sunil Soares is the Founder and CEO of Tavro AI. Prior to this role, Sunil was the Founder and CEO of Information…
Co-Founder, President & COO
As Co-Founder and COO of Tavro.ai, Sanjeev Varma leads the engineering vision and execution for a next-generation risk…
Executive
From 2019 until 2023, Mr. Gilman was the Chief innovation officer and, subsequently, the President and CEO of Mode…
Agent Business Context Management. Open standard, open-source catalog, and enterprise risk platform.
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Co-Founder & CEO
Sunil Soares is the Founder and CEO of Tavro AI. Prior to this role, Sunil was the Founder and CEO of Information Asset, a data management firm, which he sold to private equity.
Sunil is the author of 13 books on data management and AI governance, including AI Governance Comprehensive, The IBM Data Governance Unified Process, Selling Information Governance to the Business, Big Data Governance, Data Governance Tools, Data Governance Guide for BCBS 239 and DFAST Compliance and The Chief Data Officer Handbook for Data Governance.
In the past, Sunil also worked as an auditor at PwC and as a management consultant at Booz and Company. Sunil was a member of the Institute of Chartered Accountants of India and has an MBA in Finance from the University of Chicago Booth School of Business.
Co-Founder, President & COO
As Co-Founder and COO of Tavro.ai, Sanjeev Varma leads the engineering vision and execution for a next-generation risk management platform designed to navigate the complex intersection of AI agents, data risk, and regulatory compliance. He is responsible for advancing the company’s mission to prepare enterprises for the agentic age through automated discovery, agentic lineage, and quantitative risk scoring.
Sanjeev brings over 30 years of global leadership experience in digital transformation, data governance, and operational excellence to the firm. Prior to co-founding Tavro.ai, he was the CEO of Information Asset and held various senior leadership roles at NTT Data and Simeio. He is a proven builder of scalable organizations, passionate about aligning people, technology, and processes to enable responsible AI adoption.
Head, Agentic Engineering
Khushboo Shah is Tavro’s Head of Agentic Engineering, leading enterprise AI governance platform delivery, security, and SOC2 compliance. She drives operational excellence across Tavro’s India team and has deep project experience supporting Fortune 500 organizations through leadership roles at YourDataConnect and Information Asset.
Khushboo holds a Post Graduate Diploma in IT Project Management and a Bachelor’s degree in Computer Engineering.
Executive
From 2019 until 2023, Mr. Gilman was the Chief innovation officer and, subsequently, the President and CEO of Mode Eleven Bankcorp and Summit National Bank in Hulett, Wyoming. Prior to this, Mr. Gilman was Founder and Chief Financial Officer of AccuShares Management, LLC, an exchange traded fund sponsor.
Prior to this, Mr. Gilman worked as Managing Director for UBS Securities LLC in U.S. Equity Derivatives Structuring for Corporate and Institutional clients. Prior to this, Mr. Gilman was a Director and subsequently a Managing Director for Deutsche Bank Securities, Inc. in various Derivative Structuring roles. From 1996 to 2001, Mr. Gilman worked in similar positions at Bankers Trust Co., Credit Suisse First Boston, Inc., Credit Suisse Financial Products LLC and Citibank, N.A..
Mr. Gilman has a B.S. in Applied Economics from Cornell University and an M.B.A. in Finance from the Stern School of Business at New York University.
Risk Management Executive, BankUnited
My career journey is marked by breakthroughs in technology and data driven risk frameworks, where multi-billion-dollar portfolios are transformed through strategic foresight and governance.
In an era where change is the only constant, my approach has always been forward-thinking. I am known for leveraging data analytics and embracing cloud technologies to pioneer AI-driven financial products. These initiatives don’t just meet internal standards—they redefine them, enhancing enterprise stability with a sharp, data-centric focus.