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.

2971 of 2971 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
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Sales & Revenue
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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 2971 matching products. Payment is not a sort field.
Voxtral RealtimeMistral AI · Transcription
- Unclaimed
- Directory-only
- Not assessed
FRMistral AI is a Paris-headquartered model company selling open-weight and hosted language models.
No published reviews
- voyage-4-large
Voyage AI · Embedding models
- Unclaimed
- Directory-only
- Not assessed
Voyage AI provides cutting-edge embedding models and rerankers for search and retrieval.
No published reviews
- voyage-code-4
Voyage AI · Specialist / domain models
- Unclaimed
- Directory-only
- Not assessed
Voyage AI provides cutting-edge embedding models and rerankers for search and retrieval.
No published reviews
- voyage-finance-2
Voyage AI · Specialist / domain models
- Unclaimed
- Directory-only
- Not assessed
Voyage AI provides cutting-edge embedding models and rerankers for search and retrieval.
No published reviews
W&B ExperimentsWeights & Biases · Experiment management
- Unclaimed
- Directory-only
- Not assessed
USLearn why thousands of companies rely on W&B as their system of record for training AI models and developing AI applications with confidence.
No published reviews
- W&B Serverless SFT
Weights & Biases · Fine-tuning platforms
- Unclaimed
- Directory-only
- Not assessed
USLearn why thousands of companies rely on W&B as their system of record for training AI models and developing AI applications with confidence.
No published reviews
W&B WeaveWeights & Biases · Model cards / documentation
- Unclaimed
- Directory-only
- Not assessed
USLearn why thousands of companies rely on W&B as their system of record for training AI models and developing AI applications with confidence.
No published reviews
- Wan
Alibaba Cloud · AI video generation
- Unclaimed
- Directory-only
- Not assessed
Alibaba Cloud offers a integrated suite of cloud products and services that are reliable and secure, to help you build cloud infrastructure, data centers in mu…
No published reviews
- Waterstons
Waterstons · Business-process agents
- Unclaimed
- Directory-only
- Not assessed
GBWhatever IT, data, cyber or software challenge you're facing, we'll give you honest advice, roll our sleeves up, and make a real difference.
No published reviews
- Waymo Driver
Waymo · Autonomous vehicles
- Unclaimed
- Directory-only
- Not assessed
Waymo—formerly the Google self-driving car project—makes it safe and easy for people & things to get around with autonomous vehicles.
No published reviews
- Web of Science Research Assistant
Clarivate · Deep research
- Unclaimed
- Directory-only
- Not assessed
Web of Science Research Assistant is Clarivate's software product, from Clarivate Analytics (US) LLC.
No published reviews
Weflow Deal Intelligence & ForecastingWeflow · Sales forecasting
- Unclaimed
- Directory-only
- Not assessed
Weflow is the Revenue AI Orchestration Platform for RevOps teams to coordinate humans, agents, and Salesforce data across the GTM motion.
No published reviews
- WellSaid Studio
WellSaid · Text-to-speech
- Unclaimed
- Directory-only
- Not assessed
Create professional-quality voice overs in any dialect or production style with our secure AI voices.
No published reviews




