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.

2970 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 24 of 2970 matching products. Payment is not a sort field.
- 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
- 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
AI Maturity AssessmentAI Build · AI governance
- Claimed
- Eligible — not ranked
- Not assessed
GBAI Build Group's free AI maturity assessment scores whether generative AI is a repeatable, governed capability across six dimensions.
No published reviews
Free (supplier-claimed)
AI Role PlayAllego · Sales coaching / roleplay
- Unclaimed
- Directory-only
- Not assessed
Allego's leading AI powered sales enablement platform combines sales training, coaching, content management, and digital selling.
No published reviews
AI Runtime SecurityPalo Alto Networks · AI security
- Unclaimed
- Directory-only
- Not assessed
USImplement Zero Trust, Secure your Network, Cloud workloads, Hybrid Workforce, Leverage Threat Intelligence & Security Consulting.
No published reviews
AI Social AssistantFlick · Social content creation
- Unclaimed
- Directory-only
- Not assessed
The tools you need to grow and manage your Socials: Scheduling, Hashtags, AI Content Writing & Analytics.
No published reviews
AI StudiosDeepBrain AI · Virtual presenters
- Unclaimed
- Directory-only
- Not assessed
AI Video Generator, Text-to-Video, Generative Videos, Custom Avatar, 2,000+ Avatars, AI Dubbing with Translation, TTS with 150+ Languages, and 7,000+ Video Tem…
No published reviews
Aiarty Image EnhancerAiarty · Photo enhancement
- Unclaimed
- Directory-only
- Not assessed
Aiarty Image Enhancer is AI image and video enhancement software from Digiarty Software, Inc.
No published reviews
- Aico Financial Close Platform
Aico · Accounting automation
- Unclaimed
- Directory-only
- Not assessed
FIAward-winning financial close software for European companies.
No published reviews
Aidoc aiOSAidoc · Medical imaging
- Unclaimed
- Directory-only
- Not assessed
ILAidoc aiOS is a unified clinical AI platform for health systems, designed to integrate AI into clinical workflows and help overcome AI adoption challenges acro…
No published reviews
Aikido SecurityAikido Security · AppSec assistants
- Unclaimed
- Directory-only
- Not assessed
Continuous, autonomous security that gets developers back to building.
No published reviews







