Choose by the work you need done

Start here for a central registry, policy ownership, risk reviews and approval workflows across enterprise AI. Ask how the registry stays current and how a changed model triggers a new review.

• 2021.AI GRACE

  GRACE combines enterprise AI infrastructure with automatic registration and monitoring.

• Airia

  A combined control plane discovers AI assets and enforces policies on agent actions.

• Asenion AI Control System

  Contextual policy packs connect lifecycle assessment, pre-release validation and runtime controls.

• Collibra AI Command Center

  AI asset oversight connects agents and models to data lineage and business context.

• Cranium AI

  AI supply-chain governance joins discovery, runtime observation and policy enforcement.

• Credo AI

  A registry and policy engine connect enterprise AI assets to regulatory requirements and controls.

• Dataiku Govern

  Dataiku connects AI inventory and sign-offs to lineage and technical monitoring.

• DataRobot

  AI governance combines central policies, model documentation and production controls.

• Deeploy

  Runtime AI governance combines system discovery, control frameworks and production monitoring.

• Enzai

  AI discovery and intake feed framework mappings and agent action controls.

• Holistic AI

  Enterprise discovery, risk assessment and policy enforcement cover models, agents and applications.

• IBM watsonx.governance

  Enterprise AI oversight combines regulatory content, risk management and continuous monitoring.

• Lumenova AI

  Agent governance combines a registry, evaluations and runtime policy controls.

• ModelOp Enterprise AI Command Center

  An enterprise system of record manages AI assets and their delivery lifecycle.

• Modulos

  A governance graph links AI systems, control evidence and financial risk.

• OneTrust AI Governance

  AI intake and risk reviews connect to runtime controls for homegrown and third-party systems.

• Optro AI Governance

  AI inventory and compliance controls cover models, agents and third-party applications.

• Saidot

  A connected governance record links AI agents to owners, risks, controls and dependencies.

• SAP AI Agent Hub / LeanIX

  Enterprise architecture context connects AI agents and models to usage, risk and formal approval.

• ServiceNow Super Intelligence Control Tower

  Enterprise AI discovery and compliance workflows operate within the ServiceNow platform and CMDB.

• Suzan for AI

  A governance cockpit links AI assets, project workflows and organizational risk.

• Trustible

  A governance platform routes AI use cases through risk triage, reviews and monitoring.

• VerifyWise

  A source-available governance platform manages inventories, approvals and compliance evidence.

Start here when your immediate work is an AI management system: policies, risk and impact reviews, control ownership, evidence and audits alongside existing compliance programs.

• Compyl

  A GRC platform supports AI management controls alongside enterprise compliance work.

• Drata

  ISO 42001 workflows link AI-specific risks to control owners and evidence.

• Hyperproof

  A GRC platform with out-of-the-box ISO 42001 and NIST AI RMF templates, control cross-walking and automated evidence collection.

• ISMS.online

  An AI management system workspace integrates policies, risks and internal audits.

• Kertos

  European compliance software and expert support bring AI frameworks into existing programs.

• LogicGate Risk Cloud

  AI governance applications connect use-case assessments, policies and risk management.

• Microsoft Purview Compliance Manager

  Microsoft’s compliance workspace ships premium AI regulation templates and pulls Azure AI Foundry evaluation results straight into assessments.

• Regulativ.ai

  A configurable compliance platform supports AI regulations alongside broader regulatory obligations.

• Secureframe

  Compliance automation supports ISO 42001 policies, control tests and risk management.

• Sprinto

  ISO 42001 compliance workflows support teams building their AI management system.

• Vanta ISO 42001

  An AIMS workflow brings policies, risk scenarios and audit evidence into a compliance program.

Start here for model validation, evaluation, monitoring or explainability. Check how technical findings become documented governance decisions and whether you also need a program-level registry.

• Arthur

  Agent discovery and observability provide enterprise policy controls and security oversight.

• AWS SageMaker AI governance

  Model Cards, Model Dashboard and Role Manager give AWS ML teams model documentation, risk ratings and least-privilege access in one account.

• Fiddler AI

  Governance for models and agents connects inventories to evaluations and runtime guardrails.

• Google Cloud Security Command Center AI Protection

  Security Command Center assesses Gemini Enterprise Agent Platform workloads against Google’s AI essentials framework and adds NIST AI 600-1 privacy controls.

• Monitaur

  Policy, model validation and monitoring support regulated enterprises, including insurers.

• QuantPi

  A technical validation layer tests enterprise models and agents before and after deployment.

• SAS AI Governance

  SAS combines model risk management, validation and lifecycle governance for regulated AI.

• ValidMind

  Regulated organizations use model inventory, validation workflows and documentation automation.

• Yields

  AI governance and model risk software provide configurable oversight for regulated model portfolios.

Start here when AI risk depends on which data a system accesses, how it uses that data and how privacy permissions apply. Ask for a trace from the AI system to data flows and policy decisions.

• BigID

  Data-driven AI governance links systems and agents to the data they use.

• Relyance AI

  AI discovery maps systems, agents and their data exposure for governance teams.

• Securiti AI

  AI discovery and data mapping support enterprise governance and risk assessments.

• Transcend

  Data permissions and AI assessments connect enterprise privacy workflows to runtime policies.

• TrustArc AI Governance

  The privacy platform extends to AI: prebuilt templates, scored AI risk assessments and an AI inventory for privacy and compliance teams.

• TrustWorks

  Privacy and AI workflows register systems, classify risk and coordinate control reviews.

• Truyo

  Discovery and assessments build a register of employee and vendor AI use.