Your teams are already running AI no one approved. Holistic AI continuously discovers every ungoverned model, agent, and application, scores each one by risk, and reconciles it into governed inventory — in one click. From discovery to action.
| Name | Shadow AI Risk ↓ | Category | Developer | Environment | SystemName | Source | Art. | |
|---|---|---|---|---|---|---|---|---|
| PressFinder AI Testing… | 90% | Application | Internal | DEV | fitch-poc | AzGH | 2 | |
| Admin Central | 88% | Application | Unknown | SANDBOX | Admin Central | AzMS | 2 | |
| AI Foundry Agents | 88% | Application | Unknown | — | foundry-agents | Az | 5 | |
| Lead Scoring Engine | 80% | Model | Internal | — | lead-scoring-api | GH | 3 | |
| Bias Mitigation Toolkit | 80% | Application | Internal | — | bias-toolkit | GH | 2 | |
| Fraud detection | 75% | Uncategorized | — | — | — | ▣ | 1 |
AI adoption is outpacing governance. Every ungoverned system is a regulatory, reputational, and operational risk — and the faster you close the gap, the faster you can scale AI with confidence.
Customer records, source code, and strategy get pasted into third-party models you don't control — data that leaves and never comes back.
Ungoverned tools breach GDPR, HIPAA, and the EU AI Act — where penalties reach up to €35M or 7% of global turnover — often without anyone realizing.
Extensions, API keys, and OAuth grants bypass security review. A single compromised integration inherits whatever access that employee had.
When AI-assisted decisions go wrong, there's no record of what data was used or who acted on it — nothing to investigate, remediate, or prove.
Most tools stop at a list of unknown AI — a data lake you still have to sort out. Holistic AI closes the loop: discover, prioritize by consequence, and govern.
Automatically scan cloud, code & SaaS to surface every ungoverned AI use case across the organization.
The Shadow AI Risk Score ranks each asset by real consequence — client-facing exposure and sensitive data first.
Upload the missing detail and hit Reconcile to convert a shadow asset into a governed inventory item in one click.
Reconciled assets flow into the full lifecycle — testing, controls, monitoring, and audit-ready compliance.
Shadow AI Discovery was built with GSK to surface ungoverned AI across the enterprise. The latest release turns that visibility into decisive action.
| Name | Confidence | Env. | Source | Created |
|---|---|---|---|---|
| pressfinder-endpoint | 95.0% | DEV | AzAzure | May 25, 2026 |
| fitch-poc | 95.0% | — | GHGitHub | Apr 10, 2026 |
Pull in governance policies, model cards, DPIAs, and vendor agreements from your Document Locker — or upload your own — then reconcile. Holistic AI links the evidence, scores confidence, and promotes the asset into governed inventory with a full audit trail.
| Name ↑ | Type | Source | Status | Discovered | |
|---|---|---|---|---|---|
| 01-AI-Governance-Policy.docx | document | ▤Doc Locker | AI | Jun 17, 2026 | |
| 01-model-card.md | document | ▤Doc Locker | AI | Jul 7, 2026 | |
| 02-AI-Risk-Management-Framework.pdf | document | ▤Doc Locker | AI | Jun 17, 2026 | |
| 03-AI-Incident-Response-Procedure.docx | document | ▤Doc Locker | AI | Jun 17, 2026 |
Once an asset is reconciled, the full Holistic AI platform takes over — the same architecture that governs your approved AI governs what used to be in the shadows.
Step 01
Centralised inventory of every model, agent, dataset & endpoint — including reconciled shadow AI.
Step 02
40+ specialised tests plus agentic red teaming for bias, robustness, privacy, jailbreak & hallucination — with Agent Graph.
Step 03
Policy-as-code, sign-offs, controls and audit evidence mapped to every framework.
Runtime layer
Sentinel Agents watch, detect & alert; Operative Agents intervene inline via the HAI Guardian SDK.
Others give you a list. We give you a closed-loop system to actually govern what's found — proven at enterprise scale.
Risk scoring, staging, and one-click reconciliation turn findings into governed assets — most tools stop at the alert.
Shadow AI Discovery was developed with GSK; the platform has assured 100+ AI projects and 20,000+ algorithms.
20+ read-only integrations across AWS, Azure, GitHub & Databricks — authenticated connections with encrypted credentials. No agents to install, no code changes.
Named in AI governance by Gartner, Forrester, Everest Group, Avasant & CB Insights.
For the CIO and CEO, governing shadow AI isn't a cost center — it protects revenue, accelerates adoption, and de-risks the balance sheet.