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

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.

  • By Ardoq

    Streamline IT portfolios, reduce tech debt, and manage risk with Ardoq’s intelligent enterprise architecture platform. Real-time insights. Smarter decisions. Ardoq AI Lens is Ardoq

  • By 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

  • By Atlan

    The missing context layer for enterprise AI. Atlan gives every AI agent the data graph, business logic, and governance to act on trusted data. Ltd.). Atlan AI Governance is Atlan's

  • By BigID

    BigID's AI Security and Governance offering helps organisations operationalise AI TRiSM from the data layer. It discovers AI assets including models, agents, copilots, prompts, vec

  • By Enzai

    Enzai is the AI governance platform designed to automate oversight. Manage risk, ensure compliance, and scale your AI innovation safely. Enzai is Enzai's software product, from Enz

  • By Informatica

    Power every agent with AI-ready data with best-in-class enterprise cloud data management solutions from Informatica. Informatica AI Governance is Informatica's software product, fr

  • By Kovrr

    Full AI visibility, full control, one connected platform. Kovrr connects every AI signal to governance, security, and action. Kovrr AI Security and Governance Platform is Kovrr's s

  • 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

  • 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

  • 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 Inventory is OneT

  • By SAP LeanIX

    SAP LeanIX provides enterprise architecture tooling to discover, analyse, secure, and transform IT landscapes—relevant to AI application inventories. Public marketing also emphasis

  • By Securiti

    Securiti AI Security & Governance is Securiti's software product, from Securiti, Inc. Published at securiti.ai. Directory filing: AI inventory. Vendor legal name on this product re

  • By Trustible

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

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.