Shadow AI Discovery & Inventory
Find every AI system in your organisation — including the ones you don't know about yet.
Over 65% of organisations have AI systems running without IT oversight. The EU AI Act requires a complete inventory of all AI systems with risk classifications ahead of the 2 December 2027 high-risk deadline. Our Shadow AI Discovery service scans your repositories, network traffic, and codebases to identify unauthorised AI usage — hardcoded API keys for OpenAI, Anthropic, or Azure, unregistered ML models, and rogue chatbot integrations — then registers them in your centralised AI registry with proper governance controls.
What We Deliver
Repository & Codebase Scanning
Automated scanning of source code repositories to detect hardcoded AI API keys, model inference calls, and undocumented ML dependencies across your entire engineering organisation.
Network Traffic Analysis
Monitor outbound API calls to AI providers (OpenAI, Anthropic, Azure, Google, Hugging Face) to identify unregistered AI usage and quantify shadow AI exposure across business units.
Centralised AI Registry
Single source of truth for all AI systems with metadata (name, type, vendor, version, owner), EU AI Act risk classification, data lineage, model cards, and compliance documentation.
Governance Policy Enforcement
Define and enforce organisation-wide AI usage policies with automated alerts when new unauthorised AI systems are detected, ensuring continuous compliance with your governance framework.
Key Outcomes
- check_circle Complete inventory of all AI systems across your organisation
- check_circle Identification of shadow AI usage with risk severity assessment
- check_circle EU AI Act-compliant AI registry with risk classifications and model cards
- check_circle Ongoing governance policy enforcement against unauthorised AI adoption
Start monitoring AI usage now with our <strong>free <span translate="no" class="notranslate">Alleina Shield</span></strong> browser extension — no IT setup required. Get it free →
Ready to Get Started?
Let us help you build AI systems that are ethical, compliant, and trustworthy. Schedule a consultation to discuss your needs.
General information about the instruments named, not legal advice, and not a substitute for your own legal watch. Whether a particular system falls in scope depends on its facts.