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Strategic Signal · Steady · Tracking

Shadow AI Prevalence

The persistent use of AI tooling outside the function's sanctioned stack — personal accounts, browser plug-ins, consumer-grade LLMs handling matter-grade work. Shadow AI is the canonical Pillar 6 / Pillar 4 risk vector.

First observed: 1 June 2025

Last reviewed: 27 May 2026

Maturity implication

High Shadow AI prevalence is a Foundational/Operational maturity signal. By Integrated, sanctioned tooling has displaced Shadow AI through better operating discipline — not through prohibition.

Signal status

Velocity
Steady
Status
Tracking
First observed
1 June 2025

Canonical term

Shadow AI

AI tools or capabilities used by legal function staff without formal approval, governance oversight, or organisational awareness. Shadow AI creates undisclosed risk exposure — privilege breach, uncontrolled data processing, and audit gaps — regardless of individual intent. Detection, policy enforcement, and AI Inventory integration are P4 Governance priorities. 'Rogue AI' and 'Stealth AI' are forbidden synonyms.