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.

12 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 12 of 12 matching products. Payment is not a sort field.
- AI governance advisory and free AI risk calculator
PolyGovern · AI governance
- Claimed
- Directory-only
- Not assessed
AustraliaPolyGovern is an AI governance advisory firm for regulated and public-sector organisations in Australia.
No published reviews
Comet ML PlatformComet · Model governance
- Unclaimed
- Directory-only
- Not assessed
USComet ML Platform is Comet's platform, from Comet ML Inc.
No published reviews
DataChain StudioDataChain · Model governance
- Unclaimed
- Directory-only
- Not assessed
USDiscover DataChain products and services.
No published reviews
Dataiku GovernDataiku · Model governance
- Unclaimed
- Directory-only
- Not assessed
FRDataiku is the Platform for AI Success that unites people, orchestration, and governance to turn AI investments into measurable business outcomes.
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
Iguazio AI PlatformIguazio · Model governance
- Unclaimed
- Directory-only
- Not assessed
ILIguazio AI Platform is Iguazio's platform, from Iguazio Ltd.
No published reviews
KubeflowLinux Foundation · Model governance
- Unclaimed
- Directory-only
- Not assessed
USHelping open technology projects build world class open source software, communities and companies.
No published reviews
ModelOp CenterModelOp · Model governance
- Unclaimed
- Directory-only
- Not assessed
USModelOp's Enterprise AI Command Center is the system of record that unifies every AI asset so you bring ML, GenAI, and agentic AI to production 10× faster.
No published reviews
SAS Model ManagerSAS · Model governance
- Unclaimed
- Directory-only
- Not assessed
USSAS Model Manager is SAS's software product, from SAS Institute Inc.
No published reviews

