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

Companies and providers

Claimed suppliers appear first so buyers can start with listings the company has taken ownership of. Payment does not buy this order.

  • AI BuildClaimed

    AI Build Group Ltd is a UK AI product and delivery company. It builds and sells governed AI software and services for organisations, including OfficeMaker document generation, HCL

  • Archer

    Archer publishes Archer Evolv Risk, Archer AI Governance, and Archer IRM as named AI products. Archer is used for AI risk management and Regulatory compliance work. Archer is recor

  • Cognitude

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

  • Collibra

    Collibra provides data intelligence and governance cataloguing to help enterprises manage trusted data for analytics and AI. Public marketing also emphasises enterprise data govern

  • 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 publishes

  • FairNow

    Optro’s AI Governance solution ensures compliance, manages risk, and drives responsible AI innovation at scale. FairNow publishes FairNow AI Governance Platform as named AI product

  • 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. Holistic AI publishes Holistic AI Govern

  • 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

    Microsoft Corporation sells Windows, Azure, Microsoft 365 and Copilot AI products. Public pages cover cloud, productivity and developer APIs used by enterprises and consumers. Micr

  • 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 publishes ModelO

  • 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

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

  • OneTrust

    OneTrust helps companies manage privacy, consent, and AI governance while automating compliance and reducing risk to build trust and drive innovation. OneTrust, LLC trades as OneTr

  • ServiceNow

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

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.