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
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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.
Alteryx Machine LearningAlteryx · Predictive ML
- Unclaimed
- Directory-only
- Not assessed
USAlteryx Machine Learning is a no-code AutoML product for building predictive models.
No published reviews
- Amazon SageMaker Autopilot
Amazon Web Services · AutoML
- Unclaimed
- Directory-only
- Not assessed
USAmazon SageMaker Autopilot is the AutoML capability in Amazon SageMaker AI.
No published reviews
- Azure Machine Learning
Microsoft · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
USAzure Machine Learning is Microsoft's enterprise service for the end-to-end machine learning lifecycle.
No published reviews
Azure Machine Learning DesignerMicrosoft · Predictive ML
- Unclaimed
- Directory-only
- Not assessed
USDesigner in Azure Machine Learning studio is Microsoft's drag-and-drop interface for building machine learning pipelines.
No published reviews
BigQuery MLGoogle · Predictive ML
- Unclaimed
- Directory-only
- Not assessed
USBigQuery ML is Google Cloud's capability for creating, running and managing machine learning and generative AI models inside BigQuery using SQL.
No published reviews
- Featurespace
Featurespace · Fraud detection
- Unclaimed
- Directory-only
- Not assessed
GBFeaturespace is a Cambridge-headquartered company selling Adaptive Behavioral Analytics for fraud and financial-crime detection.
No published reviews
KNIME Analytics PlatformKNIME · Predictive ML
- Unclaimed
- Directory-only
- Not assessed
Free and open source with all your data analysis tools.
No published reviews
MySQL HeatWave AutoMLOracle · Predictive ML
- Unclaimed
- Directory-only
- Not assessed
Oracle sells database, cloud infrastructure and enterprise applications.
No published reviews
Neural DesignerArtelnics · Predictive ML
- Unclaimed
- Directory-only
- Not assessed
Build and Deploy Machine Learning Models in Minutes Neural Designer is a user-friendly app for data science and machine learning.
No published reviews
Palantir FoundryPalantir · Predictive ML
- Unclaimed
- Directory-only
- Not assessed
We build software that empowers organizations to effectively integrate their data, decisions, and operations.
No published reviews
Pecan Predictive GenAIPecan AI · Predictive ML
- Unclaimed
- Directory-only
- Not assessed
ILYour data already knows who'll churn, buy, or default.
No published reviews
Qlik PredictQlik · Predictive ML
- Unclaimed
- Directory-only
- Not assessed
SEQlik, now with Talend, delivers a data fabric and next-level insights with its end-to-end data integration, data quality, & analytics solutions.
No published reviews
SAS Visual Data Mining and Machine LearningSAS · Predictive ML
- Unclaimed
- Directory-only
- Not assessed
USSAS Visual Data Mining and Machine Learning is SAS's software product, from SAS Institute Inc.
No published reviews