Shadow AI discovery — pillar

Detecting unauthorised agentic-AI deployments inside the enterprise — telemetry patterns, inventory methods, policy response.

Pillar status. This page is a topic index. Spoke articles and tracked claims below are populated automatically. The narrative sections ("State of the topic", "What we're watching next") are filled in on a quarterly refresh — check the footer date.

What survives review

No tracked claims in this topic are currently at Holding. See "What has broken" below for claims that are Partial or retired.

What has broken

The $7.2M Firewall Change That Transformed Network Management: How Agentic AI Prevents IT Disasters — Partial · AM-016

Spoke articles

The $7.2M Firewall Change That Transformed Network Management: How Agentic AI Prevents IT Disasters
When a Fortune 500 company's firewall change caused $7.2M in damages, they discovered what industry leaders already know: human validation can't keep pace with network complexity. Modern enterprises manage 45,000+ devices and 500 daily changes. Agentic AI tran

What we're watching next

Forthcoming content and open questions for this pillar will appear here on the next quarterly refresh.

Primary sources we trust for this topic

A curated list of primary research, regulator guidance, and vendor documentation for shadow ai discovery. Populated on the quarterly refresh — not a link dump, not competitors.

This pillar page is refreshed quarterly. Last refresh: 19 Apr 2026. Next refresh: 18 Jul 2026.