AI TrustMark

AI governance companies, products & suppliers

AI governance platforms inventory systems, owners, policies and residual risk so an organisation can oversee AI use. They are management-system tools, not model hosts. They do not replace independent testing of a production product.

What is AI governance?

AI governance platforms inventory systems, owners, policies and residual risk so an organisation can oversee AI use. They are management-system tools, not model hosts. They do not replace independent testing of a production product.

What problems does it solve?

Nobody can list which AI systems exist, who owns them, or what evidence sits behind a go-live.

Typical business use cases

  • AI registers
  • Policy attestation
  • Intake and approval
  • Board reporting

Important capabilities

  • Inventory
  • Workflow
  • Control mapping
  • Evidence files

What buyers should evaluate

  • Mapping to your framework
  • Export
  • Separation of duties
  • Live connectors vs forms

Risks and governance considerations

A complete-looking register that does not match production.

Procurement checklist

  • Control library
  • Export
  • Who attests
  • System of record

Relevant AI Trustmark assurance

Using a governance tool is not the same as holding an AI Trustmark on a product.

Methodology · How verification works

Products and providers

Open a product profile for its catalogue details, or use the provider link for the company profile. Claimed listings appear first, then by name. Payment never changes the order.

  • AI Maturity AssessmentClaimed

    By AI Build

    AI Build Group's free AI maturity assessment scores whether generative AI is a repeatable, governed capability across six dimensions. It produces a personalised Word report with st

  • AI governance advisory and free AI risk calculatorClaimed

    By PolyGovern

    PolyGovern is an AI governance advisory firm for regulated and public-sector organisations in Australia. It helps banks, insurers, superannuation trustees, healthcare and governmen

  • Archer AI Governance

    By Archer

    Archer AI Governance is part of Archer's integrated risk management suite for managing AI risks, maintaining compliance and promoting ethical AI practices across the organisation.

  • Cognitude AI Consulting

    By Cognitude

    Cognitude delivers enterprise AI strategy, governance, agentic deployment, and fractional Chief AI Officer services for banking, insurance, and regulated industries. Public marketi

  • Collibra AI Governance

    By Collibra

    Collibra is the Enterprise AI Control Plane. Built over eighteen years of ontology engineering, it governs context and control across any data, any model, any agent — for AI leader

  • Credo AI Governance Platform

    By Credo AI

    Operationalize Trusted AI governance with Credo AI: discover AI, enforce policies, prove compliance, and manage risk across every model, agent, and application. Credo AI Governance

  • FairNow AI Governance Platform

    By FairNow

    Optro’s AI Governance solution ensures compliance, manages risk, and drives responsible AI innovation at scale. FairNow AI Governance Platform is FairNow's software product, from F

  • Holistic AI Governance Platform

    By Holistic AI

    Holistic AI is the leading enterprise AI governance platform. One end-to-end tool to identify, protect, and enforce AI governance at scale. Get a demo. Holistic AI Governance Platf

  • IBM watsonx.governance

    By IBM

    International Business Machines Corporation sells hybrid-cloud software, Granite models and enterprise AI tooling. Public pages distinguish IBM software and models from IBM Consult

  • Microsoft Purview Data Security Posture Management for AI

    By Microsoft

    Microsoft Purview Data Security Posture Management (DSPM) for AI, previously known as Microsoft Purview AI Hub, is a central place in the Microsoft Purview portal for securing data

  • ModelOp Center

    By ModelOp

    ModelOp's Enterprise AI Command Center is the system of record that unifies every AI asset so you bring ML, GenAI, and agentic AI to production 10× faster. ModelOp Center is M

  • Modulos AI Governance Platform

    By Modulos

    Transform AI compliance from burden to strategic advantage. Modulos connects frameworks, requirements, controls, and evidence into a unified governance graph with human-in-the-loop

  • Monitaur

    By Monitaur

    Keeping AI honest is a full-time job. Ours. Get Monitaur software and expertise to provide actionable governance for the entire lifecycle of your AI. Monitaur is Monitaur's softwar

  • OneTrust AI Governance

    By OneTrust

    OneTrust helps companies manage privacy, consent, and AI governance while automating compliance and reducing risk to build trust and drive innovation. OneTrust AI Governance is One

  • ServiceNow AI Control Tower

    By ServiceNow

    ServiceNow sells workflow software for IT, customer and employee operations, with Now Assist AI features. Public pages cover enterprise workflow platforms. ServiceNow AI Control To

Products

Claimed products appear first. Ranking packs and payment do not change this list.

Also used in this category

These products have a different primary category so they do not compete for the same ranking queries. They are listed here because buyers still encounter them in this job.

Related categories

Relevant procurement and assurance guides

Frequently asked questions

Is this the same as model governance?

No. AI governance is organisational oversight. Model governance is the lifecycle of a specific model.

What is AI governance?

AI governance platforms inventory systems, owners, policies and residual risk so an organisation can oversee AI use. They are management-system tools, not model hosts. They do not replace independent testing of a production product.

Is an AI governance questionnaire the same as independent verification?

No. Governance platforms help an organisation inventory systems and attest to policy. They do not replace independent testing of a production product. A completed questionnaire is operator documentation unless independently sampled.

What human oversight should buyers specify for consequential AI decisions?

Oversight is not a confirm button. Buyers should specify who can approve or stop an outcome, whether they have time and competence, what they see, and how that review is logged. Independent assessment records the oversight that was evidenced for the named scope.

What model or provider changes should a buyer insist on being told about?

Material change usually includes a new model family, new region, new subprocessor, new write-capable tool, or a change that affects logging, privacy or human oversight. Those changes should trigger evidence refresh rather than a silent release.

How should buyers verify where AI customer data is processed?

Ask for the named processing locations, cloud regions and any subprocessors that see prompts, files or outputs. A directory listing is not evidence of residency. Independent assessment records the locations that were in scope on the assessment date.

Does a TrustMark on one product cover the rest of the company?

No. Independent assessment is scoped to the named organisation and, where relevant, the named product. Category pages list suppliers as a topic label. They do not imply that every listed company has been assessed.

What incident-handling evidence is useful for AI suppliers?

Buyers should see how AI-specific failures are detected, contained and notified — including unsafe outputs, data leakage and unauthorised agent actions. An incident policy that never mentions models, prompts or tools is incomplete for this class of product.