AI governance looks good on paper, but trust is collapsing in practice.

Enterprises rely on AI inventories and model registries to demonstrate control. Yet sensitive data is constantly moving across pipelines, vendors, APIs, and AI systems, and most governance programs still can’t explain where data actually flows. That gap is costing trust.

New research shows 84% of consumers are ready to abandon companies that can’t explain AI data usage. Over half have already reduced the data they share. Traditional registries document models, not reality.

At Gartner Data & Analytics Summit 2026, Relyance AI is showing why registry-first governance is falling short—and what comes next.

Join us March 9-11, 2026, in Orlando, and visit us at Booth #837 to see how continuous, code-to-cloud data visibility changes the AI governance equation.

Featured Session

The AI Registry Delusion – Why 84% of Customers Are Ready to Walk
Presented by: Nitin Nagpal, Chief Product Officer, Relyance AI and Jason James, CIO, Aptos
Date/Time: Tuesday, March 10, 2026, 12:50PM

AI inventories tell you what models exist. They don’t show where data actually goes. In this session, we’ll explore why registry-based governance creates dangerous blind spots—and how continuous monitoring of data journeys delivers proof, not promises, of responsible AI. You’ll learn how leading organizations are moving beyond static documentation to earn trust through real-time visibility.

Meet Relyance AI

Throughout the conference, the Relyance AI team will be available to connect with data, analytics, privacy, and risk leaders navigating AI governance at scale.

We’ll demonstrate how autonomous, always-on data defense:

• Monitors every data journey across code, cloud, and AI systems
• Aligns data, privacy, and security teams around a single source of truth
• Turns AI governance into a competitive advantage, not a compliance tax

If you’re attending Gartner Data & Analytics Summit 2026 and questioning whether AI registries are enough, we’d love to meet you. Stop by Booth #837 or schedule time with the Relyance AI team to see what real-time AI governance looks like in practice.