AI risk & compliance management

Lumenova AI Platform

AI governance platform aimed at regulated industries that replaces manual risk reviews with workflow-driven assessments, evaluates models across a large metric set, and adds monitoring plus guardrails. Public evidence is largely vendor-authored, including a 2024 UK government assurance-technique listing.

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

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Where it fits

AI risk & compliance management · Evaluation & testing · Observability & traceability

Useful conversation with: Chief risk officer, AI governance lead, Model validator.

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Show me which of the 200+ model metrics are computed automatically for a deployed model and how results feed the risk assessment workflow.

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

Platform page states manual risk reviews and fragmented compliance processes are replaced by automated workflows and that AI models can be assessed across 200+ quantitative and qualitative metrics, with layers for assessment and governance, quality and operations, and monitoring and security including guardrails.

Limit: Marketing page; the metric list, computation method and which layers require separate modules are not evidenced.

Source s1

Vendor claim

A UK Government AI assurance techniques entry describes Lumenova AI's Governance, Risk Management and Compliance Platform as a SaaS solution for governing AI systems at enterprise level, addressing safety, security and robustness, transparency and explainability, fairness and accountability across listed sectors and AI use cases.

Limit: Vendor-submitted case study published April 2024; it is not an independent evaluation and may predate current features.

Source s2

Limitations to discuss

Sources

  1. Platform — Lumenova AI · Lumenova AI · official product
    Access date reported by researcher: 2026-09-06
  2. Lumenova AI Governance, Risk Management, 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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