AI governance, risk & compliance

Holistic AI: AI governance and testing platform

Holistic AI is an AI governance and testing platform from Holistic AI. It is a commercial product offered as: SaaS. Pricing model: not published.

  • Last reviewed

Best for

Enterprises that want AI discovery, automated testing and regulation mapping in one governance platform, including a private single-tenant cloud option

Consider instead if

  • You want a free open-source toolkit for fairness, explainability and robustness tests. See AI Verify.
  • You want a governance platform that is installed in your own environment instead of hosted by the vendor. See ModelOp Center.

What Holistic AI does

Holistic AI is a commercial AI governance platform that discovers AI systems, tests them and monitors them. Its pages describe shadow AI discovery with a central inventory, automated tests for bias, robustness, privacy and transparency, agentic red teaming, custom policies with human approvals, and audit trails with on-demand reports. Controls are mapped to the EU AI Act, NIST AI RMF, ISO 42001 and NYC Local Law 144. The vendor describes cloud and private single-tenant cloud deployment, and its Trust Center states ISO/IEC 27001:2022 certification and an available SOC 2 Type 2 report. No prices are published and the site offers a demo booking.

This summary is our own wording of the sourced facts on this page.

Key facts

Each value links to the page that states it, with the date we checked it.

Latest release
Not documented in the sources we checked
Documentation
Not documented in the sources we checked
API reference
Not documented in the sources we checked
Quickstart
Not documented in the sources we checked
Attestations or disclosure
ISO/IEC 27001:2022 certified; SOC 2 Type 2 report available Source, checked October 21, 2026: holisticai.com (opens in a new tab)

Capabilities

As documented by the vendor or project. The tag is our label from a controlled vocabulary.

Integrations

Where Holistic AI fits in our AI security layers

Our analysis

Our editorial model, not a standard. The primary layer follows the category, except for tools whose main documented job is detection and response; other layers rest on a capability the sources document. How the model works.

AI security layers that Holistic AI covers, with the role, how each applies and what it rests on
LayerRoleHow it appliesBased on
L1 Governance Governance and risk Primary Decide which AI uses are allowed, give each an owner, assess its risk and keep the evidence an auditor or regulator will ask for. Follows its category, AI governance, risk & compliance
L2 Discovery Discovery and posture Also covers Documents shadow AI discovery and an inventory of AI systems. Shadow AI discovery and a centralized AI inventory with classification and mapping
L4 Testing Testing and red teaming Also covers Documents automated bias and privacy tests for AI systems. Automated tests for bias, robustness, privacy and transparency

OWASP LLM Top 10 mapping

Our analysis

The risk list is OWASP's (Top 10 for LLM Applications, 2025). The mapping is our analysis, and each row rests on a capability the sources document.

OWASP LLM risks mapped to Holistic AI, with the capabilities each mapping rests on
RiskHow it appliesBased on
LLM02 Sensitive Information Disclosure Automated tests cover privacy, which can surface sensitive information exposure. Automated tests for bias, robustness, privacy and transparency
LLM06 Excessive Agency Operative agents can control agent tool calls, access and cost under custom policies. Enforces custom policies, including control of agent tool calls, access and cost through Guardian agents
LLM09 Misinformation The homepage cites tests for hallucination alongside bias, privacy and robustness. Automated tests for bias, robustness, privacy and transparency

Alternatives and related tools

More in AI governance, risk & compliance, ranked within the category by Coverage Score.

Credo AI

Credo AI

Commercial
  • SaaS
  • Self-hosted

A commercial AI governance platform for AI inventory, risk assessment and policy mapping to regulations.

Best for: Enterprises that want one system of record for AI use cases, vendors and policy packs, with a self-hosted option for private environments

Coverage Score 54 out of 100
  • LLM06 Excessive Agency

Reviewed

AI Verify

AI Verify Foundation

Open sourceApache-2.0
  • Self-hosted

An open-source toolkit that runs fairness, explainability and robustness tests and builds reports.

Best for: Teams that want a free, self-hosted toolkit to test tabular or image classification and regression models and produce an assessment report

Coverage Score 47 out of 100 None mapped

Reviewed

Commercial
  • SaaS

A commercial OneTrust product for AI inventory, risk assessments, policies and runtime monitoring.

Best for: Organizations that want AI governance workflows alongside other OneTrust privacy and risk products, with templates for the EU AI Act, NIST AI RMF and ISO 42001

Coverage Score 46 out of 100
  • LLM02 Sensitive Information Disclosure
  • LLM06 Excessive Agency

Reviewed

Holistic AI FAQ

Is Holistic AI open source?

The enterprise platform is not; we found no public source repository for it. The company also publishes a separate Python library called holisticai, which is a different product.

Where is Holistic AI hosted?

The Trust Center says infrastructure runs on Amazon Web Services, in Europe (London) by default, with US customers in US East (Ohio) or, where required, on Google Cloud Platform. A comparison page also describes private single-tenant cloud.

Does Holistic AI publish its prices?

No. The platform page states no prices or plans and offers demo booking instead.

Key facts you can cite

We have no commercial relationship with Holistic AI.

Sources & last reviewed

Last reviewed . We compile from the vendors' own public pages and repositories and we do not run the products. Source links open in a new tab. Found a mistake? Report a correction.