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.
Model ArmorGoogle · AI security
- 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
ModelAuditPromptfoo · Model / data poisoning detection
- Unclaimed
- Directory-only
- Not assessed
USThe AI Security Platform that catches vulnerabilities in development.
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
- ModelScan
Protect AI · Model / data poisoning detection
- Unclaimed
- Directory-only
- Not assessed
USDeploy Bravely with the world’s most comprehensive AI security platform securing your AI agents, apps, models and data at every step.
No published reviews
ModerateRespondology · Community management
- Unclaimed
- Directory-only
- Not assessed
Moderate is Respondology's software product, from Respondology, LLC.
No published reviews
Modulos AI Governance PlatformModulos · AI governance
- Unclaimed
- Directory-only
- Not assessed
CHTransform AI compliance from burden to strategic advantage.
No published reviews
MoEngage Customer Data PlatformMoEngage · Customer segmentation
- Unclaimed
- Directory-only
- Not assessed
Execute your cross channel marketing strategy with MoEngage’s insights-led customer engagement platform.
No published reviews
MoEngage Customer Engagement PlatformMoEngage · Personalisation platforms
- Unclaimed
- Directory-only
- Not assessed
Execute your cross channel marketing strategy with MoEngage’s insights-led customer engagement platform.
No published reviews
- Moloco Commerce Media
Moloco · Advertising optimisation
- Unclaimed
- Directory-only
- Not assessed
Moloco’s AI advertising platform bids into a trillion auctions a day so apps and retailers can find, convert, and grow customers at global scale.
No published reviews
monday AImonday.com · Collaboration copilots
- Unclaimed
- Directory-only
- Not assessed
ILmonday.
No published reviews
Subscription (supplier-claimed)
MongoDB Embedding and Reranking APIMongoDB · Retrieval infrastructure
- Unclaimed
- Directory-only
- Not assessed
Get your ideas to market faster with a flexible, AI-ready database.
No published reviews
- Monocle
Linux Foundation · AI observability
- Unclaimed
- Directory-only
- Not assessed
USHelping open technology projects build world class open source software, communities and companies.
No published reviews




