AI Tools

AI Governance & Risk Management Platforms

Every AI Governance & Risk Management Platforms tool in the catalog, with its vendor, home jurisdiction, and the governance question it raises.

13 tools · 12 vendors · 2 jurisdictions · 4 full profiles

In short

AI Governance & Risk Management Platforms covers 13 tools from 12 vendors across 2 jurisdictions. 4 carry a full SRJ profile covering pricing tiers, data terms, and the governance question the tool raises; the rest link to the vendor's own product page. This is a reference list to inventory against, not a recommendation to buy.

All 13 AI Governance & Risk Management Platforms tools

  • Arize AI Profile Arize AI, US ML observability; LLM tracing; evaluation framework; prompt monitoring
  • Arthur AI Arthur AI, US Model monitoring and governance; bias mitigation; fairness metrics; compliance reporting
  • Credo AI Profile Credo AI, US Purpose-built AI governance; policy packs for EU AI Act, NIST AI RMF; clean interface; fast deployment
  • Fiddler AI Fiddler, US Model performance management; explainability; bias detection; drift monitoring; LLM observability
  • Holistic AI Holistic AI, UK Bias auditing, risk management, compliance; strong technical depth; mid-market focus
  • IBM OpenPages with Watson IBM, US Full GRC platform with AI-specific modules; risk assessment; regulatory mapping; Watson AI automated documentation
  • IBM watsonx.governance Profile IBM, US AI lifecycle governance; model evaluation, monitoring, and documentation; EU AI Act accelerators; named a Leader in Gartner's first AI Governance Platforms Magic Quadrant (June 2026)
  • Jamf AI Governance Jamf, US Native AI control plane for macOS fleets, GA July 1, 2026; discovery and policy enforcement for on-device and cloud AI use on Mac endpoints
  • Monitaur Monitaur, US Model monitoring with built-in governance; unified monitoring + governance platform
  • OneTrust AI Governance Profile OneTrust, US Privacy-first approach; strong data governance; compliance automation; good for privacy-primary orgs
  • ServiceNow AI Governance ServiceNow, US Built into Now Platform; model inventory; risk scoring; approval workflows; AI Control Tower expanded June 2026 to discover, observe, govern, secure, and measure AI deployed across any system; best for existing ServiceNow shops
  • Truyo Truyo, US AI governance platform grown out of consent and privacy automation; automated AI inventory, risk assessment, and compliance workflows; recognized in Gartner's 2026 AI Governance Platforms Magic Quadrant
  • WhyLabs WhyLabs, US Data-centric AI observability; statistical profiling; privacy-preserving monitoring

Frequently asked questions

How many AI Governance & Risk Management Platforms tools are there?

This catalog lists 13 tools in the AI Governance & Risk Management Platforms category, from 12 vendors across 2 jurisdictions. 4 carry a full SRJ profile; the rest link to the vendor's own product page.

Does inclusion in this category mean SRJ recommends the tool?

No. This is a reference catalog, not an endorsement list. Presence here means only that a tool is common enough in the field that it belongs on an inventory checklist. It is not a security review, a due-diligence result, or a recommendation to buy.

Why does the catalog list each vendor's home jurisdiction?

Jurisdiction is a governance fact. Where a vendor is based determines which data-transfer, privacy, and cross-border rules apply before any business data reaches the tool. Two tools that look identical in features can carry very different obligations once the vendor's home country is taken into account. This category spans 2 jurisdictions.

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