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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.
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