AI risk & compliance management
IBM's AI governance offering combining a tracked model and prompt-template inventory (AI Factsheets) with monitors for fairness, drift, model health and generative-AI output risks. Suited to enterprises already on watsonx; evidence reviewed covers monitoring and inventory mechanics, not regulatory outcomes.
commercial · generally available · Research snapshot 2026-09-06
Visit the official product source ↗AI risk & compliance management · Model lifecycle & governance · Observability & traceability
Useful conversation with: Chief risk officer, Model risk manager, AI platform owner.
Demonstrate how a deployed model's factsheet, fairness and drift monitors, and alert thresholds appear in the shared model inventory for a risk reviewer.
Support labels reflect the supplied research. Documentation and vendor claims are not independent product tests. “Not established” means the researcher did not find support; it does not prove a capability is absent.
Documented by provider
IBM documentation states AI Factsheets collects metadata for machine learning models and explicitly tracked prompt templates, and that a common model inventory dashboard shows all tracked assets.
Limit: Docs describe metadata capture and inventory views for assets tracked in watsonx; coverage of AI running outside IBM environments is not established here.
Documented by provider
IBM documentation states end-to-end monitoring for machine learning and generative AI, with configurable monitors and thresholds for fairness and accuracy drift, a model health monitor for real-time performance, and foundation-model alerts for hateful/abusive language or detected personal information.
Limit: Documentation describes monitor availability and alerting, not detection accuracy or benchmark results.
Vendor claim
Product page claims a governance graph visualising relationships between AI systems, risks, controls and policies, plus shadow AI detection of unapproved AI usage, and cites Gartner Magic Quadrant leader placement for AI governance platforms in 2026.
Limit: Marketing page; discovery method and coverage are unspecified, and analyst placement is not evidence of a technical capability.
Listing does not imply partnership, supplier status, a working DutyGraph integration, or a compliance certification.
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