Govern AI across providers by anchoring governance to identity
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Rencore recommends matching AI accounts to Entra ID so ownership, permissions, activity and access can be governed across providers.
TL;DR
Rencore describes four separate AI accounts for one employee as four IDs and audit trails with no shared view. It recommends matching every AI account to Microsoft Entra ID, then governing users, projects, sessions, settings and spend through a shared inventory, policies, automation and access reviews.
Original by Tiina Rytkönen, on Rencore. Read the original
This is our own summary, not a republication or full translation.
Governance takeaway
- Admins/CoE: Match AI accounts to Microsoft Entra ID so users, projects, sessions, settings and spend can be governed across providers.
- Security/Compliance: Check each provider's finite audit-log retention and preserve records early because older incident history cannot be recovered.
- Leadership/Business: Treat multi-provider AI as an estate-wide governance responsibility because no single provider can answer what one person can reach across all tools.
Frequently asked questions
Why can a single AI provider's admin console not govern a company's whole AI estate?
Each console only sees its own provider, so none can answer what one person can access across every AI system.
How does identity-based governance link AI accounts from different providers?
It matches every AI account to one person in Entra ID. The same employee then appears once with a combined inventory of everything they can reach, instead of separately in each tool.
Does identity-based AI governance read prompts or file contents?
No. Conversations, file contents and prompt text are deliberately not examined.