AI risk & compliance management

Holistic AI Governance Platform

Enterprise platform that inventories AI systems, models, agents and pipelines, then rates each system across risk verticals such as bias, robustness, privacy and transparency on a traffic-light dashboard. Marketed for internal builds and procured AI. Risk ratings are vendor-defined scores, not audits or certifications.

commercial · generally available · Research snapshot 2026-09-06

Visit the official product source ↗

Where it fits

AI risk & compliance management · Agent discovery & inventory · Evaluation & testing

Useful conversation with: Chief risk officer, AI governance lead, Procurement / third-party risk.

Ask for a demonstration

Demonstrate how a procured third-party model gets an inherent-risk rating and what evidence sits behind the red-amber-green score.

Capabilities and evidence

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.

Vendor claim

Product page states the platform continuously discovers and inventories models, agents, APIs and pipelines across cloud, code and vendors, including shadow AI, with read-only, agentless scanning.

Limit: Marketing page; scan coverage, supported clouds and detection accuracy are not evidenced, and 'no agents to install' is unverified.

Source s1

Vendor claim

A UK Government AI assurance techniques entry describes the platform assigning low/medium/high risk levels shown on a single red-amber-green dashboard, with separate ratings for bias, robustness, efficacy, transparency and privacy, and assessment of safeguards.

Limit: The gov.uk entry is a vendor-submitted case study published in 2023 by DSIT; it is not an independent audit and may not reflect the current product.

Source s2

Limitations to discuss

Sources

  1. An End to End AI Governance Platform · Holistic AI · official product
    Access date reported by researcher: 2026-09-06
  2. Holistic AI: Governance, Risk and Compliance Platform · UK Government (DSIT) · other
    Access date reported by researcher: 2026-09-06

Listing does not imply partnership, supplier status, a working DutyGraph integration, or a compliance certification.

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