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The KXI Framework — Governing at AI Speed

Why Quarterly Monitoring Fails for AI

Designing KXIs — The Five-Stage Methodology

Lifecycle Risk Evolution and Adaptive Governance

Assessment Dimension 2 — Lifecycle Risk Evolution

Assessment Dimension 3 — Adaptive Governance Capability

Incident Detection, Response, and Agentic AI Monitoring

Assessment Dimension 4 — Incident Detection and Response

Pillar Six — KXI Design and Monitoring

Pillar Six addresses the governance that must happen after deployment — continuously, in near-real time, for the full operational lifecycle of every AI system. Most organisations govern AI episodically: a deployment review, a quarterly risk report, an annual audit.

Module 9: Pillar Six — Lifecycle Monitoring and Adaptive Governance

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