{
  "name": "AI compliance software",
  "url": "https://aicompliancelist.com/",
  "license": "CC BY 4.0",
  "cite": "AI Compliance List, https://aicompliancelist.com/",
  "updated": "2026-11-11",
  "fields": [
    {
      "key": "category",
      "label": "Platform type",
      "type": "enum",
      "description": "Platform type by the product’s main focus; many products span several.",
      "filterable": true,
      "sortable": true,
      "enumValues": [
        "AI governance",
        "GRC & AIMS",
        "Model assurance",
        "Data & privacy"
      ]
    },
    {
      "key": "eu_ai_act",
      "label": "EU AI Act",
      "type": "enum",
      "description": "Documented: the vendor’s product pages describe templates, control mappings, assessments or evidence for the EU AI Act.",
      "filterable": true,
      "sortable": true,
      "enumValues": [
        "Documented"
      ]
    },
    {
      "key": "iso_42001",
      "label": "ISO 42001",
      "type": "enum",
      "description": "Documented: the vendor’s product pages describe templates, control mappings, assessments or evidence for ISO/IEC 42001.",
      "filterable": true,
      "sortable": true,
      "enumValues": [
        "Documented"
      ]
    },
    {
      "key": "nist_ai_rmf",
      "label": "NIST AI RMF",
      "type": "enum",
      "description": "Documented: the vendor’s product pages describe templates, control mappings, assessments or evidence for the NIST AI RMF.",
      "filterable": true,
      "sortable": true,
      "enumValues": [
        "Documented"
      ]
    },
    {
      "key": "deployment",
      "label": "Deployment",
      "type": "enum",
      "description": "Hosting options the vendor publishes for the product.",
      "filterable": true,
      "sortable": true,
      "enumValues": [
        "SaaS",
        "Cloud & self-hosted",
        "SaaS & private cloud",
        "Self-hosted gateway",
        "Self-hosted"
      ]
    },
    {
      "key": "pricing_model",
      "label": "Pricing model",
      "type": "string",
      "description": "Published billing basis or custom-quote offer. Amounts and plan scope are in the pricing notes.",
      "sortable": true
    },
    {
      "key": "inventory",
      "label": "AI inventory",
      "type": "bool",
      "description": "The product keeps a register of AI systems, agents, use cases or models.",
      "filterable": true,
      "sortable": true
    },
    {
      "key": "workflow",
      "label": "Governance workflow",
      "type": "string",
      "description": "A sourced description of review, assessment, policy or validation functionality.",
      "sortable": true
    },
    {
      "key": "evidence",
      "label": "Evidence output",
      "type": "string",
      "description": "Documents, audit records, reports or traceability the product produces or maintains.",
      "sortable": true
    },
    {
      "key": "integrations",
      "label": "Integrations",
      "type": "string",
      "description": "Named supported integrations or interfaces, as stated on the cited product or documentation page.",
      "sortable": true
    },
    {
      "key": "certifications",
      "label": "Vendor assurance",
      "type": "string",
      "description": "Certificates and audit reports the vendor publishes for itself. SOC 2 is an audit report; ISO standards are certifications.",
      "sortable": true
    },
    {
      "key": "pricing_notes",
      "label": "Scope & pricing notes",
      "type": "string",
      "description": "Plan scope, availability and billing details from the vendor’s pricing and product pages.",
      "sortable": true
    },
    {
      "key": "monitoring",
      "label": "Technical monitoring",
      "type": "string",
      "description": "Technical monitoring of models and AI workloads, separate from compliance task tracking.",
      "sortable": true
    }
  ],
  "records": [
    {
      "id": "2021-ai",
      "name": "2021.AI GRACE",
      "url": "https://2021.ai/",
      "summary": "GRACE combines enterprise AI infrastructure with automatic registration and monitoring.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": "Cloud & self-hosted",
        "pricing_model": null,
        "inventory": true,
        "workflow": "Risk, controls and assessment modules",
        "evidence": "AI system documentation",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://2021.ai/",
          "title": "2021.AI GRACE — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "deployment",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "airia",
      "name": "Airia",
      "url": "https://airia.com/",
      "summary": "A combined control plane discovers AI assets and enforces policies on agent actions.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Risk classification, human approvals and runtime controls",
        "evidence": "Continuous governance documentation and decision logs",
        "integrations": "Jira; Slack; AWS; Snowflake; Google Cloud",
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://airia.com/",
          "title": "Airia — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence",
            "integrations"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "arthur",
      "name": "Arthur",
      "url": "https://www.arthur.ai/",
      "summary": "Agent discovery and observability provide enterprise policy controls and security oversight.",
      "tags": [
        "Model assurance"
      ],
      "fields": {
        "category": "Model assurance",
        "eu_ai_act": null,
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Continuous risk assessment and global or use-case policies",
        "evidence": "Audit logs, lineage and step-level agent traces",
        "integrations": "CrowdStrike Falcon; Elastic; Splunk; Datadog",
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.arthur.ai/",
          "title": "Arthur — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "inventory",
            "workflow",
            "evidence",
            "integrations"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "asenion",
      "name": "Asenion AI Control System",
      "url": "https://asenion.ai/",
      "summary": "Contextual policy packs connect lifecycle assessment, pre-release validation and runtime controls.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Risk tiering, verification and runtime policy enforcement",
        "evidence": "Tamper-resistant control and decision records",
        "integrations": null,
        "certifications": "ISO/IEC 42001 and ISO/IEC 27001 for the AI Control System",
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://asenion.ai/",
          "title": "Asenion AI Control System — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence",
            "certifications"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "aws-ai-governance",
      "name": "AWS SageMaker AI governance",
      "url": "https://docs.aws.amazon.com/sagemaker/latest/dg/governance.html",
      "summary": "Model Cards, Model Dashboard and Role Manager give AWS ML teams model documentation, risk ratings and least-privilege access in one account.",
      "hq": "US",
      "tags": [
        "Model assurance"
      ],
      "fields": {
        "category": "Model assurance",
        "eu_ai_act": null,
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": "SaaS",
        "pricing_model": "Pay per AWS service used",
        "inventory": true,
        "workflow": "Model Cards record intended uses, risk ratings, training details and evaluation results",
        "evidence": "Audit Manager generative AI best practices framework v2 collects evidence for Bedrock and SageMaker AI",
        "integrations": "Amazon Bedrock; Amazon SageMaker AI; AWS Audit Manager; IAM",
        "certifications": "ISO/IEC 42001 accredited certification for Amazon Bedrock, Amazon Q Business, Amazon Textract and Amazon Transcribe (November 2024)",
        "pricing_notes": "AWS Audit Manager is closed to new customers; existing customers keep the service.",
        "monitoring": "Model Dashboard: one view of every model in the account"
      },
      "sources": [
        {
          "url": "https://docs.aws.amazon.com/sagemaker/latest/dg/governance.html",
          "title": "AWS: SageMaker model governance",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "inventory",
            "workflow",
            "monitoring"
          ]
        },
        {
          "url": "https://docs.aws.amazon.com/audit-manager/latest/userguide/aws-generative-ai-best-practices.html",
          "title": "AWS Audit Manager: generative AI best practices framework v2",
          "accessed": "2026-11-11",
          "fields": [
            "evidence",
            "integrations",
            "pricing_notes",
            "deployment"
          ]
        },
        {
          "url": "https://aws.amazon.com/sagemaker/pricing/",
          "title": "Amazon SageMaker pricing",
          "accessed": "2026-11-11",
          "fields": [
            "pricing_model"
          ]
        },
        {
          "url": "https://aws.amazon.com/blogs/machine-learning/aws-achieves-iso-iec-420012023-artificial-intelligence-management-system-accredited-certification/",
          "title": "AWS achieves ISO/IEC 42001:2023 accredited certification",
          "accessed": "2026-11-11",
          "fields": [
            "certifications"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "bigid",
      "name": "BigID",
      "url": "https://bigid.com/solutions/ai-governance/",
      "summary": "Data-driven AI governance links systems and agents to the data they use.",
      "tags": [
        "Data & privacy"
      ],
      "fields": {
        "category": "Data & privacy",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": "Cloud & self-hosted",
        "pricing_model": null,
        "inventory": true,
        "workflow": "Data-layer policy enforcement and risk assessments",
        "evidence": "Data lineage and audit trails",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://bigid.com/solutions/ai-governance/",
          "title": "BigID — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "deployment",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "collibra",
      "name": "Collibra AI Command Center",
      "url": "https://www.collibra.com/products/ai-command-center",
      "summary": "AI asset oversight connects agents and models to data lineage and business context.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Assessment templates and lifecycle approval decisions",
        "evidence": "Data-to-agent lineage; control evidence and approvals",
        "integrations": "Databricks; Microsoft Foundry; AWS Bedrock; Gemini",
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.collibra.com/products/ai-command-center",
          "title": "Collibra AI Command Center — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence",
            "integrations"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "compyl",
      "name": "Compyl",
      "url": "https://compyl.com/iso-42001/",
      "summary": "A GRC platform supports AI management controls alongside enterprise compliance work.",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": "Packages by framework scope and modules",
        "inventory": null,
        "workflow": "AI impact assessments, control monitoring and remediation tasks",
        "evidence": "Exportable evidence packs mapped to controls and clauses",
        "integrations": "MLflow; Snowflake",
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://compyl.com/iso-42001/",
          "title": "Compyl — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "iso_42001",
            "eu_ai_act",
            "nist_ai_rmf",
            "workflow",
            "evidence",
            "integrations"
          ]
        },
        {
          "url": "https://compyl.com/pricing/",
          "title": "Compyl pricing factors",
          "accessed": "2026-11-11",
          "fields": [
            "pricing_model"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "cranium",
      "name": "Cranium AI",
      "url": "https://cranium.ai/",
      "summary": "AI supply-chain governance joins discovery, runtime observation and policy enforcement.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Policies mapped to frameworks and internal standards",
        "evidence": "AI bills of materials and shareable AI Cards",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://cranium.ai/",
          "title": "Cranium AI — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "credo-ai",
      "name": "Credo AI",
      "url": "https://www.credo.ai/",
      "summary": "A registry and policy engine connect enterprise AI assets to regulatory requirements and controls.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Policy packs and contextual risk assessments",
        "evidence": "Recorded evidence and compliance mapping",
        "integrations": "Snowflake; Databricks; AWS; Azure; ServiceNow; Jira; MLflow",
        "certifications": "SOC 2 Type II report (independent auditor; annual audit)",
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.credo.ai/",
          "title": "Credo AI — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence",
            "integrations"
          ]
        },
        {
          "url": "https://www.credo.ai/legal/soc-2-type-ii-compliance",
          "title": "Credo AI: SOC 2 Type II compliance",
          "accessed": "2026-11-11",
          "fields": [
            "certifications"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "dataiku",
      "name": "Dataiku Govern",
      "url": "https://www.dataiku.com/product/govern-ai-everywhere",
      "summary": "Dataiku connects AI inventory and sign-offs to lineage and technical monitoring.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": null,
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Approval processes, policy checks and deployment gates",
        "evidence": "Reusable documentation and end-to-end lineage",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.dataiku.com/product/govern-ai-everywhere",
          "title": "Dataiku Govern — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "datarobot",
      "name": "DataRobot",
      "url": "https://www.datarobot.com/product/ai-governance/",
      "summary": "AI governance combines central policies, model documentation and production controls.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": "Documented",
        "deployment": "Cloud & self-hosted",
        "pricing_model": null,
        "inventory": true,
        "workflow": "Centralized policies and pre-deployment red teaming",
        "evidence": "Automated compliance documents and lineage",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.datarobot.com/product/ai-governance/",
          "title": "DataRobot — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "nist_ai_rmf",
            "deployment",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "deeploy",
      "name": "Deeploy",
      "url": "https://deeploy.ai/",
      "summary": "Runtime AI governance combines system discovery, control frameworks and production monitoring.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": "SaaS & private cloud",
        "pricing_model": "Monthly platform fee plus per-seat fee",
        "inventory": true,
        "workflow": "Risk controls, release approvals and request guardrails",
        "evidence": "Monitoring records, agent traces and audit evidence",
        "integrations": "MLflow; Databricks; SageMaker; Azure ML; Hugging Face",
        "certifications": "ISO/IEC 27001 and ISO/IEC 42001; BSI named as certification body",
        "pricing_notes": "Core is SaaS; Scale offers SaaS or private cloud; Enterprise is managed private cloud. Fees are quoted, not listed.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://deeploy.ai/",
          "title": "Deeploy — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "inventory",
            "workflow",
            "evidence",
            "certifications"
          ]
        },
        {
          "url": "https://deeploy.ai/plans/",
          "title": "Deeploy plans",
          "accessed": "2026-11-11",
          "fields": [
            "nist_ai_rmf",
            "deployment",
            "pricing_model",
            "integrations",
            "pricing_notes"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "drata",
      "name": "Drata",
      "url": "https://drata.com/frameworks/iso-42001",
      "summary": "ISO 42001 workflows link AI-specific risks to control owners and evidence.",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": null,
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": null,
        "workflow": "Control-task reviews, remediation and policy approvals",
        "evidence": "Centralized evidence and policy version history",
        "integrations": null,
        "certifications": "ISO/IEC 42001 certified (announced 2 December 2025)",
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://drata.com/frameworks/iso-42001",
          "title": "Drata — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "iso_42001",
            "workflow",
            "evidence"
          ]
        },
        {
          "url": "https://drata.com/blog/iso-42001-certification",
          "title": "Drata certification announcement",
          "accessed": "2026-11-11",
          "fields": [
            "certifications"
          ]
        },
        {
          "url": "https://drata.com/blog/introducing-nist-ai-rmf-framework-support",
          "title": "Drata: NIST AI RMF framework support",
          "accessed": "2026-11-11",
          "fields": [
            "nist_ai_rmf"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "enzai",
      "name": "Enzai",
      "url": "https://www.enz.ai/",
      "summary": "AI discovery and intake feed framework mappings and agent action controls.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Legal, risk and security reviews; agent tool-call policies",
        "evidence": "Audit-readiness records",
        "integrations": "Jira; ServiceNow; Amazon Bedrock; Databricks; Azure AI Foundry",
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.enz.ai/",
          "title": "Enzai — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence",
            "integrations"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "fiddler",
      "name": "Fiddler AI",
      "url": "https://www.fiddler.ai/ai-governance-risk-compliance",
      "summary": "Governance for models and agents connects inventories to evaluations and runtime guardrails.",
      "tags": [
        "Model assurance"
      ],
      "fields": {
        "category": "Model assurance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Policy enforcement, risk monitoring and compliance review",
        "evidence": "Traceable evaluation outcomes and audit reports",
        "integrations": null,
        "certifications": null,
        "pricing_notes": "Guardrails run inside your environment.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.fiddler.ai/ai-governance-risk-compliance",
          "title": "Fiddler AI — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence",
            "pricing_notes"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "google-cloud-ai-protection",
      "name": "Google Cloud Security Command Center AI Protection",
      "url": "https://cloud.google.com/security-command-center",
      "summary": "Security Command Center assesses Gemini Enterprise Agent Platform workloads against Google’s AI essentials framework and adds NIST AI 600-1 privacy controls.",
      "hq": "US",
      "tags": [
        "Model assurance"
      ],
      "fields": {
        "category": "Model assurance",
        "eu_ai_act": null,
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": "Free Standard tier; Premium subscription or pay-as-you-go; Enterprise subscription",
        "inventory": null,
        "workflow": "Compliance Manager frameworks: Google Recommended AI Essentials and NIST AI 600-1 privacy controls (preview)",
        "evidence": "Security compliance assessment shown automatically when AI Protection is active",
        "integrations": "Gemini Enterprise Agent Platform; Model Armor",
        "certifications": "Google Cloud, Google Workspace and Gemini app certified to ISO/IEC 42001:2023",
        "pricing_notes": "Premium subscriptions are priced on forecast Google Cloud spend.",
        "monitoring": "AI Protection for AI workloads; Model Armor for AI applications"
      },
      "sources": [
        {
          "url": "https://docs.cloud.google.com/security-command-center/docs/compliance-manager-frameworks",
          "title": "Google Cloud: Compliance Manager frameworks",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "workflow",
            "evidence",
            "integrations",
            "monitoring"
          ]
        },
        {
          "url": "https://cloud.google.com/security-command-center/pricing",
          "title": "Security Command Center pricing",
          "accessed": "2026-11-11",
          "fields": [
            "pricing_model",
            "pricing_notes"
          ]
        },
        {
          "url": "https://cloud.google.com/security/compliance/iso-42001",
          "title": "Google Cloud: ISO/IEC 42001",
          "accessed": "2026-11-11",
          "fields": [
            "certifications"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "holistic-ai",
      "name": "Holistic AI",
      "url": "https://www.holisticai.com/",
      "summary": "Enterprise discovery, risk assessment and policy enforcement cover models, agents and applications.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": "SaaS",
        "pricing_model": null,
        "inventory": true,
        "workflow": "Approvals, deployment gates and human oversight",
        "evidence": "Control-linked evidence and audit trail",
        "integrations": null,
        "certifications": "ISO/IEC 27001:2022; SOC 2 Type 2 report; ISO/IEC 42001 audit scheduled",
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.holisticai.com/",
          "title": "Holistic AI — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence"
          ]
        },
        {
          "url": "https://www.holisticai.com/trust-center",
          "title": "Holistic AI Trust Center",
          "accessed": "2026-11-11",
          "fields": [
            "deployment",
            "certifications"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "hyperproof",
      "name": "Hyperproof",
      "url": "https://hyperproof.io/",
      "summary": "A GRC platform with out-of-the-box ISO 42001 and NIST AI RMF templates, control cross-walking and automated evidence collection.",
      "hq": "US",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": null,
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": null,
        "workflow": "Out-of-the-box framework templates with control cross-walking",
        "evidence": "Automated evidence collection and continuous control monitoring",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://hyperproof.io/guide-to-ai-risk-management-frameworks/",
          "title": "Hyperproof: AI risk management frameworks",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "iso_42001",
            "nist_ai_rmf",
            "evidence"
          ]
        },
        {
          "url": "https://hyperproof.io/ai-resource-library/",
          "title": "Hyperproof: AI resource library",
          "accessed": "2026-11-11",
          "fields": [
            "workflow"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "ibm-watsonx-governance",
      "name": "IBM watsonx.governance",
      "url": "https://www.ibm.com/products/watsonx-governance",
      "summary": "Enterprise AI oversight combines regulatory content, risk management and continuous monitoring.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": "Cloud & self-hosted",
        "pricing_model": "Monthly plans; software by virtual processor core",
        "inventory": true,
        "workflow": "Policy enforcement and obligation mapping",
        "evidence": "Governance evidence capture and lifecycle traceability",
        "integrations": null,
        "certifications": null,
        "pricing_notes": "Risk & Compliance Basic starts at USD 3,500/month on IBM Cloud; Advanced starts at USD 6,450/month as enterprise software. List prices exclude taxes.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.ibm.com/products/watsonx-governance",
          "title": "IBM watsonx.governance — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "inventory",
            "workflow",
            "evidence"
          ]
        },
        {
          "url": "https://www.ibm.com/products/watsonx-governance/pricing",
          "title": "IBM purchasing options",
          "accessed": "2026-11-11",
          "fields": [
            "deployment",
            "pricing_model",
            "pricing_notes"
          ]
        },
        {
          "url": "https://developer.ibm.com/articles/governing-ai-agents-watsonx-governance/",
          "title": "IBM Developer — watsonx.governance compliance accelerators",
          "accessed": "2026-11-11",
          "fields": [
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "isms-online",
      "name": "ISMS.online",
      "url": "https://www.isms.online/iso-42001/ai-governance-software/",
      "summary": "An AI management system workspace integrates policies, risks and internal audits.",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": null,
        "iso_42001": "Documented",
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": null,
        "workflow": "AI risk and impact registers; internal audit and corrective actions",
        "evidence": "Statement of Applicability and linked control evidence",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.isms.online/iso-42001/ai-governance-software/",
          "title": "ISMS.online — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "iso_42001",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "kertos",
      "name": "Kertos",
      "url": "https://www.kertos.io/en",
      "summary": "European compliance software and expert support bring AI frameworks into existing programs.",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": null,
        "workflow": "Compliance document review and automated workflows",
        "evidence": "Centralized policies and compliance documents",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.kertos.io/en",
          "title": "Kertos — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "logicgate",
      "name": "LogicGate Risk Cloud",
      "url": "https://www.logicgate.ai/solutions/ai-governance/",
      "summary": "AI governance applications connect use-case assessments, policies and risk management.",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": "Applications and Power Users",
        "inventory": true,
        "workflow": "Intake and assessment agents; review and approval",
        "evidence": "Complete audit trail for delegated governance work",
        "integrations": "Jira; AWS; OpenAI",
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.logicgate.ai/solutions/ai-governance/",
          "title": "LogicGate Risk Cloud — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "pricing_model",
            "inventory",
            "workflow",
            "evidence",
            "integrations"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "lumenova",
      "name": "Lumenova AI",
      "url": "https://www.lumenova.ai/",
      "summary": "Agent governance combines a registry, evaluations and runtime policy controls.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Versioned dependencies, approvals and policy decisions",
        "evidence": "Exportable control evidence and decision records",
        "integrations": null,
        "certifications": null,
        "pricing_notes": "NIST support covers work under the four functions (Govern, Map, Measure, Manage), without evidence mapped to individual subcategories.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.lumenova.ai/",
          "title": "Lumenova AI — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "inventory",
            "workflow",
            "evidence"
          ]
        },
        {
          "url": "https://www.lumenova.ai/solutions/eu-ai-act/",
          "title": "Lumenova AI — eu-ai-act product support",
          "accessed": "2026-11-11",
          "fields": [
            "eu_ai_act"
          ]
        },
        {
          "url": "https://www.lumenova.ai/solutions/nist-ai-rmf/",
          "title": "Lumenova AI — nist-ai-rmf product support",
          "accessed": "2026-11-11",
          "fields": [
            "nist_ai_rmf",
            "pricing_notes"
          ]
        },
        {
          "url": "https://www.lumenova.ai/solutions/iso-42001/",
          "title": "Lumenova AI — iso-42001 product support",
          "accessed": "2026-11-11",
          "fields": [
            "iso_42001"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "microsoft-purview",
      "name": "Microsoft Purview Compliance Manager",
      "url": "https://learn.microsoft.com/en-us/purview/compliance-manager",
      "summary": "Microsoft’s compliance workspace ships premium AI regulation templates and pulls Azure AI Foundry evaluation results straight into assessments.",
      "hq": "US",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": "Premium template licenses",
        "inventory": null,
        "workflow": "Premium AI regulation templates; automatic assessments for AI apps and agents",
        "evidence": "Assessment progress, improvement actions and auditor reporting",
        "integrations": "Azure AI Foundry; Microsoft 365 Copilot; Security Copilot; ChatGPT Enterprise; Gemini; DeepSeek",
        "certifications": null,
        "pricing_notes": "The four AI templates (EU AI Act, ISO/IEC 23894, ISO/IEC 42001, NIST AI RMF 1.0) sit under Premium AI templates; each one used counts toward purchased premium licenses.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://learn.microsoft.com/en-us/purview/compliance-manager-assessments",
          "title": "Microsoft Learn: Build and manage assessments in Compliance Manager",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "pricing_model",
            "workflow",
            "integrations",
            "pricing_notes"
          ]
        },
        {
          "url": "https://learn.microsoft.com/en-us/security/security-for-ai/govern",
          "title": "Microsoft Learn: Govern AI apps and data for regulatory compliance",
          "accessed": "2026-11-11",
          "fields": [
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "modelop",
      "name": "ModelOp Enterprise AI Command Center",
      "url": "https://www.modelop.com/enterprise-ai-command-center",
      "summary": "An enterprise system of record manages AI assets and their delivery lifecycle.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": "Self-hosted",
        "pricing_model": null,
        "inventory": true,
        "workflow": "Automated policy enforcement across the model lifecycle",
        "evidence": "Governance testing and documentation generation",
        "integrations": null,
        "certifications": null,
        "pricing_notes": "Installs on-premises, in private cloud or hybrid; ModelOp states it is not a public SaaS product. Unlimited seats.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.modelop.com/enterprise-ai-command-center",
          "title": "ModelOp Enterprise AI Command Center — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "deployment",
            "pricing_notes"
          ]
        },
        {
          "url": "https://www.modelop.com/ai-governance/ai-governance-companies",
          "title": "ModelOp governance capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "modulos",
      "name": "Modulos",
      "url": "https://www.modulos.ai/",
      "summary": "A governance graph links AI systems, control evidence and financial risk.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Assign control owners and review runtime findings",
        "evidence": "Scheduled test evidence attached to controls",
        "integrations": "REST API",
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.modulos.ai/",
          "title": "Modulos — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "inventory",
            "workflow",
            "evidence",
            "integrations"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "monitaur",
      "name": "Monitaur",
      "url": "https://www.monitaur.ai/",
      "summary": "Policy, model validation and monitoring support regulated enterprises, including insurers.",
      "tags": [
        "Model assurance"
      ],
      "fields": {
        "category": "Model assurance",
        "eu_ai_act": null,
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Standardized governance controls and automated validation",
        "evidence": "Validation reporting for internal teams and auditors",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.monitaur.ai/",
          "title": "Monitaur — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "onetrust",
      "name": "OneTrust AI Governance",
      "url": "https://www.onetrust.com/solutions/ai-governance/",
      "summary": "AI intake and risk reviews connect to runtime controls for homegrown and third-party systems.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": "Admin users and AI inventory; custom quote",
        "inventory": true,
        "workflow": "Risk tiering; intake, approval and attestation",
        "evidence": "Assessment, policy and enforcement evidence",
        "integrations": "Amazon Bedrock; Microsoft Foundry; Databricks",
        "certifications": null,
        "pricing_notes": "AI Governance Cloud is the control plane; AI Guard adds an on-premises runtime.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.onetrust.com/solutions/ai-governance/",
          "title": "OneTrust AI Governance — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence",
            "integrations"
          ]
        },
        {
          "url": "https://www.onetrust.com/pricing/",
          "title": "OneTrust pricing and packaging",
          "accessed": "2026-11-11",
          "fields": [
            "pricing_model"
          ]
        },
        {
          "url": "https://docs.onetrust.com/en/govern-ai-systems-and-use/connect-and-enforce-ai-controls/onetrust-ai-guard-sdk-guide",
          "title": "AI Guard deployment guide",
          "accessed": "2026-11-11",
          "fields": [
            "pricing_notes"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "optro",
      "name": "Optro AI Governance",
      "url": "https://fairnow.ai/model-risk-management-and-ai-governance/",
      "summary": "AI inventory and compliance controls cover models, agents and third-party applications.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Intake, reviews, approvals and risk classification",
        "evidence": "Evidence linked to framework controls",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://fairnow.ai/model-risk-management-and-ai-governance/",
          "title": "Optro AI Governance — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "quantpi",
      "name": "QuantPi",
      "url": "https://www.quantpi.com/",
      "summary": "A technical validation layer tests enterprise models and agents before and after deployment.",
      "tags": [
        "Model assurance"
      ],
      "fields": {
        "category": "Model assurance",
        "eu_ai_act": null,
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": null,
        "workflow": "System and component validation; release gates",
        "evidence": "Test results with statistical confidence intervals",
        "integrations": "MCP; GRC tools; CI/CD workflows",
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.quantpi.com/",
          "title": "QuantPi — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "workflow",
            "evidence",
            "integrations"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "regulativ",
      "name": "Regulativ.ai",
      "url": "https://www.regulativ.ai/",
      "summary": "A configurable compliance platform supports AI regulations alongside broader regulatory obligations.",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": "Cloud & self-hosted",
        "pricing_model": null,
        "inventory": null,
        "workflow": "Custom assessments, audits and policy alignment",
        "evidence": "Compliance artifacts, evidence collection and audit reports",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.regulativ.ai/",
          "title": "Regulativ.ai — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "deployment",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "relyance",
      "name": "Relyance AI",
      "url": "https://www.relyance.ai/use-cases/ai-governance",
      "summary": "AI discovery maps systems, agents and their data exposure for governance teams.",
      "tags": [
        "Data & privacy"
      ],
      "fields": {
        "category": "Data & privacy",
        "eu_ai_act": null,
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Risk review tied to ownership and data access",
        "evidence": "AI system and data-flow traceability",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.relyance.ai/use-cases/ai-governance",
          "title": "Relyance AI — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "saidot",
      "name": "Saidot",
      "url": "https://www.saidot.ai/",
      "summary": "A connected governance record links AI agents to owners, risks, controls and dependencies.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": "Subscription",
        "inventory": true,
        "workflow": "Control inheritance and platform-based reviews",
        "evidence": "Reusable control evidence and transparency reports",
        "integrations": "Azure AI Foundry; Amazon Bedrock; REST API; webhooks; MCP",
        "certifications": "ISO/IEC 27001:2022 ISMS; Prescient Security named as certification body",
        "pricing_notes": "Subscription plans; amounts are quoted on request.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.saidot.ai/",
          "title": "Saidot — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence",
            "certifications"
          ]
        },
        {
          "url": "https://www.saidot.ai/pricing",
          "title": "Saidot pricing FAQ",
          "accessed": "2026-11-11",
          "fields": [
            "pricing_model",
            "integrations",
            "pricing_notes"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "sap",
      "name": "SAP AI Agent Hub / LeanIX",
      "url": "https://learning.sap.com/courses/governing-ai-with-sap-leanix/identifying-the-ai-governance-implementation-process-in-sap-leanix_f6e9ba70-9af8-42d9-a190-5ab3d1f704c2",
      "summary": "Enterprise architecture context connects AI agents and models to usage, risk and formal approval.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Risk classification and verification records",
        "evidence": "Architecture decisions and governance KPI reports",
        "integrations": "SAP AI Core; Jira; SAP Cloud ALM",
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://learning.sap.com/courses/governing-ai-with-sap-leanix/identifying-the-ai-governance-implementation-process-in-sap-leanix_f6e9ba70-9af8-42d9-a190-5ab3d1f704c2",
          "title": "SAP AI Agent Hub / LeanIX — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "inventory",
            "workflow",
            "evidence",
            "integrations"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "sas",
      "name": "SAS AI Governance",
      "url": "https://www.sas.com/en_us/solutions/ai/governance.html",
      "summary": "SAS combines model risk management, validation and lifecycle governance for regulated AI.",
      "tags": [
        "Model assurance"
      ],
      "fields": {
        "category": "Model assurance",
        "eu_ai_act": null,
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": null,
        "workflow": "Model validation and centralized governance workflows",
        "evidence": "Model documentation and compliance tracking",
        "integrations": null,
        "certifications": null,
        "pricing_notes": "Covers AI Governance Manager and Viya; SAS lists AI Navigator as coming summer 2026.",
        "monitoring": "Model performance; LLM bias and hallucinations; prompt and response behavior"
      },
      "sources": [
        {
          "url": "https://www.sas.com/en_us/solutions/ai/governance.html",
          "title": "SAS AI Governance — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "workflow",
            "evidence",
            "pricing_notes",
            "monitoring"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "secureframe",
      "name": "Secureframe",
      "url": "https://secureframe.com/frameworks/iso-42001",
      "summary": "Compliance automation supports ISO 42001 policies, control tests and risk management.",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": null,
        "iso_42001": "Documented",
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": "Annual packages; custom quote",
        "inventory": null,
        "workflow": "Policy acknowledgement and custom control tests",
        "evidence": "Automated evidence collection and linked risk documents",
        "integrations": null,
        "certifications": null,
        "pricing_notes": "Fundamentals starts at USD 7,500/year; ISO 42001 scope is set in the quote.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://secureframe.com/frameworks/iso-42001",
          "title": "Secureframe — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "iso_42001",
            "workflow",
            "evidence"
          ]
        },
        {
          "url": "https://secureframe.com/pricing",
          "title": "Secureframe packages",
          "accessed": "2026-11-11",
          "fields": [
            "pricing_model",
            "pricing_notes"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "securiti",
      "name": "Securiti AI",
      "url": "https://securiti.ai/products/data-governance/",
      "summary": "AI discovery and data mapping support enterprise governance and risk assessments.",
      "tags": [
        "Data & privacy"
      ],
      "fields": {
        "category": "Data & privacy",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "AI risk classification and framework assessments",
        "evidence": "Data, model and agent provenance tracking",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://securiti.ai/products/data-governance/",
          "title": "Securiti AI — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "servicenow",
      "name": "ServiceNow Super Intelligence Control Tower",
      "url": "https://www.servicenow.com/products/super-intelligence-control-tower.html",
      "summary": "Enterprise AI discovery and compliance workflows operate within the ServiceNow platform and CMDB.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": "Custom quote",
        "inventory": true,
        "workflow": "Automated, traceable compliance gates",
        "evidence": "Auditable compliance workflows",
        "integrations": "ServiceNow CMDB",
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.servicenow.com/products/super-intelligence-control-tower.html",
          "title": "ServiceNow Super Intelligence Control Tower — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "nist_ai_rmf",
            "pricing_model",
            "inventory",
            "workflow",
            "evidence",
            "integrations"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "sprinto",
      "name": "Sprinto",
      "url": "https://sprinto.com/iso-42001/choosing-a-platform-for-aims/",
      "summary": "ISO 42001 compliance workflows support teams building their AI management system.",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": null,
        "iso_42001": "Documented",
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "AI systems inventory, reviews and risk assessments",
        "evidence": "Evidence collection and in-platform auditor collaboration",
        "integrations": null,
        "certifications": null,
        "pricing_notes": "Foundation includes inventory and reviews; automated and shadow AI discovery are add-ons.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://sprinto.com/iso-42001/choosing-a-platform-for-aims/",
          "title": "Sprinto — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "iso_42001",
            "inventory",
            "workflow",
            "evidence",
            "pricing_notes"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "suzan",
      "name": "Suzan for AI",
      "url": "https://suzan.ai/ai/",
      "summary": "A governance cockpit links AI assets, project workflows and organizational risk.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": null,
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Configurable project workflows and risk action plans",
        "evidence": "Controls associated with supporting evidence",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://suzan.ai/ai/",
          "title": "Suzan for AI — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "transcend",
      "name": "Transcend",
      "url": "https://transcend.io/platform",
      "summary": "Data permissions and AI assessments connect enterprise privacy workflows to runtime policies.",
      "tags": [
        "Data & privacy"
      ],
      "fields": {
        "category": "Data & privacy",
        "eu_ai_act": null,
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": "Self-hosted gateway",
        "pricing_model": null,
        "inventory": null,
        "workflow": "AI assessments and purpose-based data policies",
        "evidence": "Logged agent, tool, role, data, policy version and outcome",
        "integrations": null,
        "certifications": null,
        "pricing_notes": "Sombra, the data gateway, is self-hosted.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://transcend.io/platform",
          "title": "Transcend — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "workflow",
            "pricing_notes",
            "deployment"
          ]
        },
        {
          "url": "https://transcend.io/",
          "title": "Transcend agent and data controls",
          "accessed": "2026-11-11",
          "fields": [
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "trustarc",
      "name": "TrustArc AI Governance",
      "url": "https://trustarc.com/solutions/ai-governance",
      "summary": "The privacy platform extends to AI: prebuilt templates, scored AI risk assessments and an AI inventory for privacy and compliance teams.",
      "hq": "US",
      "tags": [
        "Data & privacy"
      ],
      "fields": {
        "category": "Data & privacy",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Prebuilt templates and automated, scored AI risk assessments",
        "evidence": "Real-time risk scoring, visibility and reporting",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://trustarc.com/solutions/ai-governance",
          "title": "TrustArc: AI governance",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "trustible",
      "name": "Trustible",
      "url": "https://trustible.ai/",
      "summary": "A governance platform routes AI use cases through risk triage, reviews and monitoring.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Risk-based intake, documentation and approvals",
        "evidence": "Audit trail generated through governance work",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://trustible.ai/",
          "title": "Trustible — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "trustworks",
      "name": "TrustWorks",
      "url": "https://www.trustworks.io/ai-governance",
      "summary": "Privacy and AI workflows register systems, classify risk and coordinate control reviews.",
      "tags": [
        "Data & privacy"
      ],
      "fields": {
        "category": "Data & privacy",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Risk classification and conformity assessment workflows",
        "evidence": "Audit logs and regulatory reporting documents",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.trustworks.io/ai-governance",
          "title": "TrustWorks — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "truyo",
      "name": "Truyo",
      "url": "https://truyo.com/platform/ai-governance/",
      "summary": "Discovery and assessments build a register of employee and vendor AI use.",
      "tags": [
        "Data & privacy"
      ],
      "fields": {
        "category": "Data & privacy",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Use-case assessments, risk registers and remediation",
        "evidence": "AI governance reports and transparency notices",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://truyo.com/platform/ai-governance/",
          "title": "Truyo — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "nist_ai_rmf",
            "inventory",
            "workflow",
            "evidence"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "validmind",
      "name": "ValidMind",
      "url": "https://validmind.com/platform/",
      "summary": "Regulated organizations use model inventory, validation workflows and documentation automation.",
      "tags": [
        "Model assurance"
      ],
      "fields": {
        "category": "Model assurance",
        "eu_ai_act": "Documented",
        "iso_42001": null,
        "nist_ai_rmf": null,
        "deployment": null,
        "pricing_model": null,
        "inventory": true,
        "workflow": "Independent validation workflows and approval controls",
        "evidence": "Validation reports, audit trails and testing evidence",
        "integrations": null,
        "certifications": null,
        "pricing_notes": null,
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://validmind.com/platform/",
          "title": "ValidMind — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "inventory",
            "workflow",
            "evidence"
          ]
        },
        {
          "url": "https://docs.validmind.ai/",
          "title": "ValidMind documentation",
          "accessed": "2026-11-11",
          "fields": [
            "eu_ai_act"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "vanta",
      "name": "Vanta ISO 42001",
      "url": "https://www.vanta.com/products/iso-42001",
      "summary": "An AIMS workflow brings policies, risk scenarios and audit evidence into a compliance program.",
      "tags": [
        "GRC & AIMS"
      ],
      "fields": {
        "category": "GRC & AIMS",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": null,
        "pricing_model": "Tiered plans; personalized quote",
        "inventory": null,
        "workflow": "AI scoping, risk scenarios and mapped controls",
        "evidence": "Readiness artifacts, reports and auditor access",
        "integrations": "Cloud, identity, version control and OpenAI integrations",
        "certifications": null,
        "pricing_notes": "Covers the ISO 42001 compliance product. Vanta’s separate agent-governance product is in early access.",
        "monitoring": null
      },
      "sources": [
        {
          "url": "https://www.vanta.com/products/iso-42001",
          "title": "Vanta ISO 42001 — product capabilities",
          "accessed": "2026-11-11",
          "fields": [
            "category",
            "eu_ai_act",
            "iso_42001",
            "nist_ai_rmf",
            "workflow",
            "evidence",
            "integrations",
            "pricing_notes"
          ]
        },
        {
          "url": "https://www.vanta.com/pricing",
          "title": "Vanta plans and pricing",
          "accessed": "2026-11-11",
          "fields": [
            "pricing_model"
          ]
        }
      ],
      "verifiedAt": "2026-11-11",
      "featured": false
    },
    {
      "id": "verifywise",
      "name": "VerifyWise",
      "url": "https://verifywise.ai/",
      "summary": "A source-available governance platform manages inventories, approvals and compliance evidence.",
      "tags": [
        "AI governance"
      ],
      "fields": {
        "category": "AI governance",
        "eu_ai_act": "Documented",
        "iso_42001": "Documented",
        "nist_ai_rmf": "Documented",
        "deployment": "Cloud & self-hosted",
        "pricing_model": "Tiered SaaS plans",
        "inventory": true,
        "workflow": "Risk assessments, policies and role-based approvals",
        "evidence": "Exportable documentation and audit logs",
        "integrations": null,
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