Copilot compliance and AI governance gaps: are controls keeping up?

TL;DR: Copilot and other AI tools create compliance and governance questions around data use, access, and oversight, according to Netwrix’s on-demand webinar. The issue is not the tool itself but whether identity, policy, and audit controls can constrain how employees and systems use it.

NHIMG editorial — here’s why we think this discussion matters

By the numbers:

• 72% of organisations have experienced or suspect they have experienced a breach of non-human identities.

Questions worth separating out

Q: How should security teams govern Copilot and similar AI tools?

A: Security teams should govern AI tools through identity, policy, and audit controls rather than treating them as separate exceptions.

Q: Why do AI-assisted workflows create compliance risk?

A: AI-assisted workflows create compliance risk because they can move data faster than governance can explain or limit.

Practitioner guidance

• Map AI tool access to existing identity controls Inventory which identities can use Copilot or similar tools, what data sources they can reach, and which policies already govern that access.
• Require audit trails that preserve identity context Confirm that logs capture the initiating user, delegated account, data source, and authorization path for each AI-assisted action.
• Review shared workspace access on a lifecycle schedule Treat collaborative AI workspaces like sensitive enterprise systems and recertify access regularly.

What to expect at the briefing

Netwrix's full webinar covers the operational detail this post intentionally leaves for the source:

• How Copilot and adjacent AI tools intersect with compliance expectations in practice
• Speaker-led discussion of governance considerations for AI-assisted workflows
• The on-demand format and related resources for teams evaluating adoption
• Context from Netwrix security research and product ecosystem on identity management

👉 Watch Netwrix's on-demand webinar on AI and compliance for Copilot use →

Copilot compliance and AI governance gaps: are controls keeping up?

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