Catalogue of Tools & Metrics for Trustworthy AI

These tools and metrics are designed to help AI actors develop and use trustworthy AI systems and applications that respect human rights and are fair, transparent, explainable, robust, secure and safe.

Holistic AI Audits

Holistic AI Audits

Holistic AI’s AI Audit solution provides in-depth technical AI risk analysis for enterprise AI systems. The solution can be tailored to meet the precise requirements of your enterprise, based upon a detailed consultation to assess your needs. The AI Audit solution can be focused on one or more technical AI risks, or can be set to apply more broadly, as needed. Moreover, the depth of analysis can be flexed per enterprise demands, in line with the enterprise governance, risk and compliance sensitivities.

The AI Audit solution combines Holistic AI’s ethics research and engineering to deliver best-in-class assessment across the bias, efficacy, robustness, and transparency risk verticals, whilst benefitting from Holistic AI’s industry-leading experience and expertise in the AI audit domain.

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Disclaimer: The tools and metrics featured herein are solely those of the originating authors and are not vetted or endorsed by the OECD or its member countries. The Organisation cannot be held responsible for possible issues resulting from the posting of links to third parties' tools and metrics on this catalogue. More on the methodology can be found at