# Holistic AI

> Enterprise AI governance platform that discovers AI systems, tests them for risk, and enforces policy and compliance.

Holistic AI is an enterprise AI governance platform from a company that began at University College London. It discovers models, agents and applications across an organization's cloud, code and SaaS, tests them for risk, and enforces policies with audit-ready evidence.

## What It Is

Holistic AI organizes governance into three layers: Identify, Protect and Enforce. The platform connects to environments such as AWS, Azure, GitHub and Databricks (the site cites 20+ integrations). It builds an inventory of AI systems, including shadow AI, and records owners, risk levels and business purpose.

## How the Workflow Runs

- **Identify:** AI discovery and a living inventory, with dependencies and lineage mapped automatically.
- **Protect:** testing for security, safety and bias. This includes red teaming for prompt injection and jailbreaks, 40+ tests covering bias, hallucination, privacy and robustness, and drift and performance monitoring in production.
- **Enforce:** policies turned into controls, approvals, deployment gates and human oversight. Controls are mapped to the EU AI Act, NIST AI RMF and ISO/IEC 42001, with evidence collected automatically.

## Guardian Agents

Guardian Agents are a supervisory layer for autonomous AI. Sentinel Agents monitor agent actions in real time and evaluate them against policy and risk thresholds. Operative Agents can block, redirect, remediate or escalate when a threshold is crossed.

## Recognition

The company says it was named a Challenger in the 2026 Gartner Magic Quadrant for AI Governance Platforms. It also lists mentions in IDC and Avasant reports.

## Features
- AI discovery and shadow AI detection
- Living AI inventory with owners and risk levels
- Dependency and lineage mapping
- Red teaming for prompt injection and jailbreaks
- 40+ tests for bias, hallucination, privacy and robustness
- Production drift and performance monitoring
- Controls mapped to EU AI Act, NIST AI RMF and ISO/IEC 42001
- Approvals, deployment gates and human oversight
- Guardian Agents (Sentinel and Operative)
- Automated audit-ready evidence collection

## Integrations
AWS, Azure, GitHub, Databricks

## Platforms
LINUX, WEB, API

## Pricing
Paid

## Links
- Website: https://www.holisticai.com
- EveryDev.ai: https://www.everydev.ai/tools/holistic-ai