Directory

Find AI products backed by evidence

Cards show the product first, then claim status, review evidence or an honest empty state, and assurance depth or “not assessed”. Ranked products appear first by Bayesian review stars only. Bronze/Silver/Gold never sort this list. Open the product catalogue.

Editorial still life of blank cream index cards arranged in a wooden tray with a teal ribbon.

10 of 2970 products

Categories filter this directory. They are not a ranked wall, and Bronze/Silver/Gold never sort the list.

These directory listings are live and browseable. Search-engine promotion remains paused until launch approval and real verified evidence exist for ranking-eligible suppliers.

Products

Showing 10 of 10 matching products. Payment is not a sort field.

  • Aequitas website preview
    Aequitas

    Center for Data Science and Public Policy · Responsible-AI platforms

    • Unclaimed
    • Directory-only
    • Not assessed

    USAequitas is an open-source bias auditing and fair machine learning toolkit published by the Center for Data Science and Public Policy at The University of Chic…

    No published reviews

  • AI Explainability 360 website preview
    AI Explainability 360

    IBM · Responsible-AI platforms

    • Unclaimed
    • Directory-only
    • Not assessed

    AI Explainability 360 (AIX360) is an open-source library for interpretability and explainability of datasets and machine learning models.

    No published reviews

  • AI Fairness 360 website preview
    AI Fairness 360

    IBM · Responsible-AI platforms

    • Unclaimed
    • Directory-only
    • Not assessed

    AI Fairness 360 (AIF360) is an open-source library with fairness metrics for datasets and models, explanations for those metrics, and algorithms to mitigate bi…

    No published reviews

  • Fairlearn website preview
    Fairlearn

    Microsoft · Responsible-AI platforms

    • Unclaimed
    • Directory-only
    • Not assessed

    USMicrosoft Corporation sells Windows, Azure, Microsoft 365 and Copilot AI products.

    No published reviews

  • Fiddler AI Observability and Security Platform website preview
    Fiddler AI Observability and Security Platform

    Fiddler AI · Responsible-AI platforms

    • Unclaimed
    • Directory-only
    • Not assessed

    USThe AI Control Plane for enterprises.

    No published reviews

  • InterpretML website preview
    InterpretML

    Microsoft · Responsible-AI platforms

    • Unclaimed
    • Directory-only
    • Not assessed

    USMicrosoft Corporation sells Windows, Azure, Microsoft 365 and Copilot AI products.

    No published reviews

  • Learning Interpretability Tool

    Google · Responsible-AI platforms

    • Unclaimed
    • Directory-only
    • Not assessed

    USGoogle is a US technology company that sells consumer and cloud AI products, including Gemini, Search, and related developer APIs on Google Cloud.

    No published reviews

  • Responsible AI Mitigations Library website preview
    Responsible AI Mitigations Library

    Microsoft · Responsible-AI platforms

    • Unclaimed
    • Directory-only
    • Not assessed

    USMicrosoft Corporation sells Windows, Azure, Microsoft 365 and Copilot AI products.

    No published reviews

  • TensorFlow Fairness Indicators website preview
    TensorFlow Fairness Indicators

    Google · Responsible-AI platforms

    • Unclaimed
    • Directory-only
    • Not assessed

    USGoogle is a US technology company that sells consumer and cloud AI products, including Gemini, Search, and related developer APIs on Google Cloud.

    No published reviews

  • VerifyWise website preview
    VerifyWise

    VerifyWise · Responsible-AI platforms

    • Unclaimed
    • Directory-only
    • Not assessed

    GBVerifyWise is VerifyWise's software product, from VerifyWise Ltd.

    No published reviews