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.

13 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 13 of 13 matching products. Payment is not a sort field.
- Artelys Knitro
Artelys · Optimisation
- Unclaimed
- Directory-only
- Not assessed
FRArtelys Knitro is a nonlinear optimisation solver from Artelys.
No published reviews
- FICO Xpress Optimization
FICO · Optimisation
- Unclaimed
- Directory-only
- Not assessed
USFICO Xpress Optimization is FICO's software product, from Fair Isaac Corporation.
No published reviews
Gurobi OptimizerGurobi · Optimisation
- Unclaimed
- Directory-only
- Not assessed
USSee how Gurobi turns your toughest business decisions into a single, optimal action plan — built by PhD mathematicians for the world.
No published reviews
- Hexaly Optimizer
Hexaly · Optimisation
- Unclaimed
- Directory-only
- Not assessed
FREnriched MIP with combinatorial modeling, nonlinear optimization, simulation/ML integration, and automatic decomposition.
No published reviews
IBM ILOG CPLEX OptimizerIBM · Optimisation
- Unclaimed
- Directory-only
- Not assessed
International Business Machines Corporation sells hybrid-cloud software, Granite models and enterprise AI tooling.
No published reviews
- Newton operational improvement + AI
Newton · Optimisation
- Unclaimed
- Directory-only
- Not assessed
GBNewton is a UK operational improvement consultancy working alongside client teams to deliver measurable performance change; increasingly applies data/AI in ope…
No published reviews
NVIDIA cuOptNVIDIA · Optimisation
- Unclaimed
- Directory-only
- Not assessed
USNVIDIA sells GPUs, CUDA software and AI enterprise stacks used for training and inference.
No published reviews
PROS Real-Time Dynamic PricingPROS · Dynamic pricing
- Unclaimed
- Directory-only
- Not assessed
USPROS is a dedicated travel technology company helping airlines outperform with AI-driven retailing and offer management that delivers customer-centric experien…
No published reviews
SAS OptimizationSAS · Optimisation
- Unclaimed
- Directory-only
- Not assessed
USSAS Optimization is SAS's software product, from SAS Institute Inc.
No published reviews
Timefold SolverTimefold · Optimisation
- Unclaimed
- Directory-only
- Not assessed
BEAutomate workforce scheduling, vehicle routing and task assignment with Timefold's AI optimization platform.
No published reviews
Vertex AI VizierGoogle · Optimisation
- 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
