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.

10 of 2970 products
Categories filter this directory. They are not a ranked wall, and Bronze/Silver/Gold never sort the list.
General-purpose AI
Search, Research & Knowledge
Agents & Automation
Developer & Engineering
Models & Foundation AI
AI Infrastructure
LLMOps / MLOps
Data & Machine Learning
AI Governance & Assurance
AI Safety & Security
Privacy, Identity & Trust
Documents & Office Productivity
Meetings & Collaboration
Language & Translation
Image & Design
Video, Avatars & Synthetic Media
Voice, Audio & Music
Marketing & Advertising
Social Media
Sales & Revenue
Customer Service & CX
HR & Workforce
Finance & Accounting
Legal & Compliance
Procurement & Supply Chain
Analytics & Decision Intelligence
Personalisation & Recommendations
Accessibility & Assistive AI
Computer Vision
Robotics & Autonomous Systems
Edge AI & Smart Devices
Digital Twins & Simulation
Search and combine independent product attributes. Impact only matches products with an actual Impact classification; unassessed products are excluded.
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
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
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
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
Fiddler AI Observability and Security PlatformFiddler AI · Responsible-AI platforms
- Unclaimed
- Directory-only
- Not assessed
USThe AI Control Plane for enterprises.
No published reviews
InterpretMLMicrosoft · 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
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
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
VerifyWiseVerifyWise · Responsible-AI platforms
- Unclaimed
- Directory-only
- Not assessed
GBVerifyWise is VerifyWise's software product, from VerifyWise Ltd.
No published reviews
