Discover the AI you didn’t know you had.
You cannot govern what you cannot see. Before policy, before control, before evidence - you need to know what AI is actually running across your organisation.
Axonyx Discover surfaces every AI tool, model, agent and provider in use - sanctioned or not - builds a living inventory and risk-assesses what it finds. It is where AI governance starts.
Book a demo →Surface shadow AI automatically
AI arrives faster than governance can track it - personal accounts, browser tools, AI features quietly switched on inside SaaS platforms, unofficial agents and code assistants. Axonyx surfaces AI usage across models, applications, agents, providers, browsers and SaaS, so unsanctioned activity comes into view instead of hiding in the gaps.
- Detection across models, apps, agents, browsers and SaaS
- Unsanctioned tools and personal-account usage brought to light
- Continuous, not a once-a-year archaeology project
Build a living AI inventory
A spreadsheet of AI tools is out of date the moment it’s saved. Axonyx maintains a live inventory of the AI in use - which tools, which models, which providers, used by which teams and applications - updated automatically as the estate changes.
- Every tool, model and provider in one current view
- Attributed to teams, applications and workflows
- Updates itself as new AI appears
Risk-assess what you find
Not all shadow AI is equal. Axonyx assesses discovered usage by what data it touches and what decisions it influences - so a personal account summarising public research is separated from an unofficial tool drafting client advice on confidential documents. Governance gaps and recommendations surface automatically.
- Risk scored by data sensitivity and decision impact
- Shadow AI governance gaps and recommendations
- Priorities made obvious, not buried in a log
Turn discovery into control
Discovery is only the first step. Every finding routes straight into governance: approve what’s low-risk and useful, replace personal accounts with sanctioned tools, bring valuable-but-risky usage under runtime control, or retire what’s genuinely dangerous. Each popular shadow tool is a requirement your official estate can now meet.
- Approve, replace, control or retire - from one place
- Move discovered usage under live policy enforcement
- Feeds the dashboard, advisors and compliance evidence
See your shadow AI exposure - free
Connect your logs and Axonyx Discover surfaces the ungoverned AI services in your estate, grades your exposure and shows which hosts are sending data to AI you can’t see, govern or stop.
Run the scan in your own environment
The Discover scanner ships as a public, self-hostable distributable. Deploy it inside your own boundary - your logs never leave your control - and get your Shadow AI Exposure Report in minutes.
Axonyx Discover - deploy
git clone https://github.com/axonyxai/discover-deploy.git
cd discover-deploy
docker compose up
Discover reads the log sources you already run
No endpoint agents, no network re-plumbing. Point Discover at your existing cloud and SIEM logs and it surfaces the shadow AI hiding in your traffic.
Cloud platforms
SIEM & log platforms
Using a SIEM or log source that isn’t listed? Talk to us - if it produces logs, Discover can most likely read them.
Built for regulated enterprise
Financial Services
FCA, SOX, and GDPR evidence trails. Control costs across trading desks and fraud prevention.
Healthcare
Protect patient safety with clinical agent monitoring. HIPAA and GDPR transparency built in.
Retail & Consumer
Optimise costs across recommendation engines. Safeguard against biased and opaque AI decisions.
Public Sector
Evidence AI decision-making for citizen services. Clear cost attribution across agencies.
Insurance
Audit AI underwriting and claims models. Meet Solvency II and FCA Consumer Duty requirements.
Legal & Professional
Govern AI research and document tools. Maintain privilege, confidentiality and chain of custody.
Energy & Utilities
Monitor AI in grid management and demand forecasting. Meet sector-specific safety obligations.
Move from AI chaos
to AI control.
Give your organisation live oversight, runtime enforcement and audit-ready evidence across every AI interaction.
Book a demo