Shadow AI is the AI your leadership never approved and cannot see: consumer tools used with sensitive data, vendor AI features switched on without review, and unsanctioned pilots making real decisions. It is not a hypothetical. In most enterprises it is already running.
AI is cheap, embedded and useful, so it spreads bottom-up. Central governance is built for a world where adoption is requested and approved. Shadow AI never asks.
Data leakage into ungoverned models, decisions made by systems no one validated, regulatory exposure under the EU AI Act and GDPR, and a brand risk that surfaces only when something goes wrong in public.
A single shadow system that leaks personal data or makes a discriminatory decision can trigger GDPR and AI Act enforcement, litigation and reputational damage, all from AI that leadership never knew was running.
A one-time survey and a spreadsheet of known AI tools captures a snapshot that is stale on arrival and misses exactly what is hidden: embedded vendor AI and unsanctioned use. Self-reported surveys under-count, and a static list has no enforcement and no ongoing visibility.
Discover the real footprint, not just the self-reported one. Classify by risk, set guardrails on data and sanctioned tools, and establish ongoing oversight: an AI register, an acceptable-use policy with teeth, and a committee that reviews new AI before it spreads.
We run a shadow-AI discovery and governance engagement: surface the true footprint including embedded vendor AI, classify exposure, set enforceable guardrails, and stand up the operating model (register, committee, attestation) mapped to the EU AI Act, NIST and ISO 42001. You move from blind to in-control.
No. Self-reported surveys under-count and miss embedded vendor AI, which is the riskiest category and the one least likely to be volunteered.
No. The goal is sanctioned, governed adoption with guardrails, not prohibition that drives usage further underground and out of sight.
The register and classification you build to control shadow AI are the same artefacts the EU AI Act requires, so the work serves both at once.