Agentic Governance Compare

Holistic AI review: AI governance platform scores (2026)

In brief

Holistic AI ranks 6 of six with 5.20 on our weights. It is strongest on Framework mapping and audit-ready reports and AI discovery and inventory and weakest on Pricing and trial transparency and Languages and modalities. Holistic AI describes itself as the enterprise AI governance platform: discover every model, agent and application, assess risk and enforce policies.

By The Charter Desk, Agentic Governance Compare · Published 2026-10-01 · Vendor pages read 1 October 2026 · Editorial assessment

§ 1 What is Holistic AI?

Holistic AI's home page: “The Enterprise AI Governance Platform”.

Source: Holistic AI home page · read 2026-10-01

Workflow
Discover every model, agent and application; assess risk; enforce policies.

Source: Holistic AI home page · read 2026-10-01

Connections
The home page names connections to AWS, Azure and GitHub, among others.

Source: Holistic AI home page · read 2026-10-01

Testing
Tests for bias, hallucinations, prompt injection and drift are listed.

Source: Holistic AI home page · read 2026-10-01

Frameworks
Evidence for the EU AI Act, NIST AI RMF and ISO 42001 is described.

Source: Holistic AI home page · read 2026-10-01

Runtime enforcement
Not described How policies are enforced at runtime is not described on the page reviewed.

Source: Holistic AI home page · read 2026-10-01

Analyst mention
The vendor cites being named a Challenger in the 2026 Gartner Magic Quadrant for AI Governance Platforms.

Source: Holistic AI home page · read 2026-10-01

Pricing
Not published

Source: Holistic AI home page · read 2026-10-01

§ 2 What does Holistic AI document from policy to report?

Control map: Holistic AI

  1. 1 Policy

    Policy: what the rule says

    Holistic AI describes enforcing policies across discovered models, agents and applications.

    Source: Holistic AI home page · read 2026-10-01

  2. 2 Control

    Control: what enforces it

    Not described

    The runtime mechanism is not described on the page reviewed.

    Source: Holistic AI home page · read 2026-10-01

  3. 3 Evidence

    Evidence: what proves it worked

    Tests for bias, hallucinations, prompt injection and drift are listed.

    Source: Holistic AI home page · read 2026-10-01

  4. 4 Report

    Report: what an auditor receives

    Evidence for the EU AI Act, NIST AI RMF and ISO 42001 is described.

    Source: Holistic AI home page · read 2026-10-01

§ 3 How does Holistic AI score?

Holistic AI scores on the eight criteria
CriterionWeightScoreReason
AI discovery and inventory129Holistic AI describes discovering every model, agent and application, with connections to AWS, Azure and GitHub among others.

Source: Holistic AI home page · read 2026-10-01

Policy to runtime enforcement185The platform is described as enforcing policies; how that works at runtime is not described on the page reviewed.

Source: Holistic AI home page · read 2026-10-01

Testing evidence166Tests for bias, hallucinations, prompt injection and drift are listed.

Source: Holistic AI home page · read 2026-10-01

Framework mapping and audit-ready reports149Evidence for the EU AI Act, NIST AI RMF and ISO 42001 is described.

Source: Holistic AI home page · read 2026-10-01

Regulatory intelligence and expert support104Risk assessment is described; a regulatory intelligence feed or expert service is not described on the page reviewed.

Source: Holistic AI home page · read 2026-10-01

Third-party AI governance103Discovery covers models, agents and applications; a dedicated third-party AI registry is not described.

Source: Holistic AI home page · read 2026-10-01

Languages and modalities102Language and modality coverage is not described on the page reviewed.

Source: Holistic AI home page · read 2026-10-01

Pricing and trial transparency101Pricing is not published.

Source: Holistic AI home page · read 2026-10-01

§ 4 Where does Holistic AI lead and trail?

Leads the field on

  • AI discovery and inventory (9), tied with Credo AI
  • Framework mapping and audit-ready reports (9), tied with Credo AI and Pillar Security

Beats the median on

AI discovery and inventory and Framework mapping and audit-ready reports.

Trails the leader on

  • Policy to runtime enforcement: 5 against Alice and Pillar Security at 9
  • Testing evidence: 6 against Alice and Pillar Security at 9
  • Regulatory intelligence and expert support: 4 against Credo AI at 10
  • Third-party AI governance: 3 against Credo AI at 10
  • Languages and modalities: 2 against Alice at 9
  • Pricing and trial transparency: 1 against SPLX at 6

§ 5 Who should choose Holistic AI?

Good fit if

  • You do not yet know every model, agent and application in use, and discovery across cloud and code repositories comes first.
  • You need risk tests for bias, hallucinations and drift as well as security-style tests.

Look elsewhere if

  • You need a documented runtime control in front of production traffic.
  • You need regulatory expertise or a third-party AI register described by the vendor.

§ 6 How does Holistic AI compare head to head?

Questions about Holistic AI

  • What does Holistic AI discover?

    Its home page says it discovers every model, agent and application, with connections to AWS, Azure and GitHub among others.

  • Which frameworks does Holistic AI cover?

    It describes evidence for the EU AI Act, NIST AI RMF and ISO 42001.

  • Does Holistic AI publish pricing?

    No. Pricing is not published on the page we read.