GOVERNANCE FOUNDATIONSAI GOVERNANCE & RISK

Risk-Based Governance

Risk-based governance applies stronger controls to AI systems with greater impact, sensitivity or authority.

WHY IT MATTERS

Treating every chatbot like a critical autonomous system wastes review effort and encourages exceptions.

ENTERPRISE EXAMPLE

A low-risk internal summarizer follows a lightweight path; a customer-facing decision agent receives deeper review.

GOVERNANCE DECISION

What characteristics should increase governance depth?

REMEMBERGovernance should scale with potential harm and authority.
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