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.

11 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 11 of 11 matching products. Payment is not a sort field.
- Amazon SageMaker Feature Store
Amazon Web Services · Feature stores
- Unclaimed
- Directory-only
- Not assessed
USAmazon SageMaker Feature Store is a managed repository for machine learning features in Amazon SageMaker AI.
No published reviews
Azure Managed Feature StoreMicrosoft · Feature stores
- Unclaimed
- Directory-only
- Not assessed
USManaged feature store in Azure Machine Learning lets data teams develop features once and reuse them in production.
No published reviews
Chalk Feature StoreChalk · Feature stores
- Unclaimed
- Directory-only
- Not assessed
Chalk is the AI data platform that delivers real-time context and compute infrastructure for agents and ML models — deployed in your cloud, built for speed.
No published reviews
- Charmed Feast
Canonical · Feature stores
- Unclaimed
- Directory-only
- Not assessed
Drive innovation in your enterprise with trusted open source from Canonical — simple, cost-effective, and supported.
No published reviews
Databricks Feature EngineeringDatabricks · Feature stores
- Unclaimed
- Directory-only
- Not assessed
USDatabricks offers a unified platform for data, analytics and AI.
No published reviews
- Hopsworks Feature Store
Hopsworks · Feature stores
- Unclaimed
- Directory-only
- Not assessed
Build, deploy, and scale production ML systems with Hopsworks.
No published reviews
Redis Feature FormRedis · Feature stores
- Unclaimed
- Directory-only
- Not assessed
Developers love Redis.
No published reviews
- Snowflake Feature Store
Snowflake · Feature stores
- Unclaimed
- Directory-only
- Not assessed
Snowflake enables organizations to collaborate, build AI-powered data apps, and unlock data insights—all within a secure and scalable AI Data Cloud.
No published reviews
Vertex AI Feature StoreGoogle · Feature stores
- 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