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
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 2971 matching products. Payment is not a sort field.
OpenObserveOpenObserve · Agent observability
- Unclaimed
- Directory-only
- Not assessed
High-performance, unified observability for the AI era.
No published reviews
- OpenRail Designer
Bentley Systems · Infrastructure modelling
- Unclaimed
- Directory-only
- Not assessed
USProviding architects, engineers, constructors, and owner-operators with comprehensive architecture and engineering solutions for advancing infrastructure.
No published reviews
OpenReasoning-Nemotron-32BNVIDIA · Open-source models
- Unclaimed
- Directory-only
- Not assessed
USNVIDIA sells GPUs, CUDA software and AI enterprise stacks used for training and inference.
No published reviews
OpenRoads DesignerBentley Systems · Infrastructure modelling
- Unclaimed
- Directory-only
- Not assessed
USProviding architects, engineers, constructors, and owner-operators with comprehensive architecture and engineering solutions for advancing infrastructure.
No published reviews
- OpenRouter
OpenRouter · Model routing
- Unclaimed
- Directory-only
- Not assessed
USThe unified interface for every model.
No published reviews
OpenSite+Bentley Systems · Infrastructure modelling
- Unclaimed
- Directory-only
- Not assessed
USProviding architects, engineers, constructors, and owner-operators with comprehensive architecture and engineering solutions for advancing infrastructure.
No published reviews
OpenText Intelligent CaptureOpenText · Forms processing
- Unclaimed
- Directory-only
- Not assessed
CAOpenText helps organizations securely manage and connect data across the enterprise, transforming data into trusted, AI-ready information.
No published reviews
OpenVINO ToolkitIntel · Deep-learning platforms
- Unclaimed
- Directory-only
- Not assessed
OpenVINO Toolkit is Intel's platform, from Intel Corporation.
No published reviews
Opera NeonOpera · Browser agents
- Unclaimed
- Directory-only
- Not assessed
Faster, safer and smarter than default browsers.
No published reviews
Optimove EngageOptimove · Personalisation platforms
- Unclaimed
- Directory-only
- Not assessed
Discover Optimove's Positionless Marketing Platform—an AI decisioning engine empowering marketers to execute personalized campaigns independently & at sca…
No published reviews
Optimove OrchestrateOptimove · Next-best action
- Unclaimed
- Directory-only
- Not assessed
Discover Optimove's Positionless Marketing Platform—an AI decisioning engine empowering marketers to execute personalized campaigns independently & at sca…
No published reviews
Oracle Analytics CloudOracle · AI analytics
- Unclaimed
- Directory-only
- Not assessed
Oracle sells database, cloud infrastructure and enterprise applications.
No published reviews
Oracle APEXOracle · Low / no-code AI builders
- Unclaimed
- Directory-only
- Not assessed
Oracle sells database, cloud infrastructure and enterprise applications.
No published reviews





