AI inventory companies, products & suppliers

A catalogue of AI use cases and systems, thinner than a full governance suite. Jobs: use-case register; system catalogue; discovery of ai features.

What is AI inventory?

A catalogue of AI use cases and systems, thinner than a full governance suite. Jobs: use-case register; system catalogue; discovery of ai features.

What problems does it solve?

Shadow AI is invisible because there is not even a list.

Typical business use cases

  • Use-case register
  • System catalogue
  • Discovery of AI features

Important capabilities

  • Catalogue
  • Owners
  • Discovery

What buyers should evaluate

  • How discovery works
  • Staleness
  • Whether it claims to be assurance

Risks and governance considerations

An incomplete list treated as the full estate.

Procurement checklist

  • Owner per row
  • Refresh
  • Scope statement

Relevant AI Trustmark assurance

AI Trustmark independent findings appear only when an assessment or certificate exists. Category membership does not imply verification.

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.

  • Ardoq

    Streamline IT portfolios, reduce tech debt, and manage risk with Ardoq’s intelligent enterprise architecture platform. Ardoq publishes Ardoq AI Lens as named AI products. Ardoq is

  • Asenion

    The Asenion AI Governance, Risk and Compliance Management Platform delivers Fast AI with Assurance, Integrity, and Reliability, enabling technology and policy experts to connect an

  • Atlan

    Atlan gives every AI agent the data graph, business logic, and governance to act on trusted data. Atlan publishes Atlan AI Governance as named AI products. Atlan is used for AI inv

  • BigID

    Secure your data everywhere—cloud, on-prem, and AI. BigID delivers DSPM and AI governance trusted by Fortune 500 enterprises. BigID publishes BigID AI TRiSM as named AI products. B

  • Enzai

    Enzai is the AI governance platform designed to automate oversight. Manage risk, ensure compliance, and scale your AI innovation safely. Enzai is used for AI inventory work. Enzai

  • Informatica

    Power every agent with AI-ready data with best-in-class enterprise cloud data management solutions from Informatica. Informatica publishes Informatica AI Governance as named AI pro

  • Kovrr

    Full AI visibility, full control, one connected platform. Kovrr connects every AI signal to governance, security, and action. Kovrr publishes Kovrr AI Security and Governance Platf

  • 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

  • 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

  • SAP LeanIX

    SAP LeanIX provides enterprise architecture tooling to discover, analyse, secure, and transform IT landscapes—relevant to AI application inventories. SAP LeanIX is used for AI inve

  • Securiti

    Securiti publishes Securiti AI Security & Governance as named AI products. Securiti is used for AI inventory work. Securiti is recorded in United States. Securiti publishes product

  • Trustible

    Trustible is the AI governance platform for regulated enterprises. Automate intake, score risk, and prove compliance in one place. Trustible publishes Trustible AI Governance Platf

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

What is AI inventory?

A catalogue of AI use cases and systems, thinner than a full governance suite. Jobs: use-case register; system catalogue; discovery of ai features.

What should not be listed as AI inventory?

Products whose buyer job is full governance platforms, model registries, or CMDBs without AI fields. Those belong on their own category page so search queries are not split.

Has AI Trustmark independently assessed every AI inventory supplier?

No. A category listing is descriptive. Independent assessment is shown only on company or product pages that carry Trustmark evidence.

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.