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.

16 of 2970 products

Categories filter this directory. They are not a ranked wall, and Bronze/Silver/Gold never sort the list.

General-purpose AI
- General-purpose assistants
- Enterprise copilots
- Enterprise AI chatbots
- Personal assistants
- Multimodal assistants
Search, Research & Knowledge
- AI search engines
- Deep research
- Enterprise search
- Knowledge management
- RAG systems
- Semantic search
- Knowledge graphs
- Research assistants
Agents & Automation
- AI agents
- Agent builders
- Multi-agent systems
- Agent orchestration
- Agent integration / MCP
- Browser agents
- Computer-use agents
- Workflow automation
- RPA
- Business-process agents
Developer & Engineering
- Coding assistants
- Code generation
- Code review
- AI app builders
- Low / no-code AI builders
- AI SDKs
- Software testing
- QA automation
- DevOps assistants
- AI SRE
- AppSec assistants
- Documentation generation
Models & Foundation AI
- LLMs
- SLMs
- Vision models
- Speech models
- Multimodal models
- Embedding models
- Specialist / domain models
- Open-source models
AI Infrastructure
- Model hosting / inference
- AI gateways
- Model routing
- GPU / compute platforms
- Generative-AI infrastructure
- Fine-tuning platforms
- Model training
- Vector databases
- Retrieval infrastructure
LLMOps / MLOps
- LLMOps
- MLOps
- AI observability
- Agent observability
- Evaluation platforms
- Prompt management
- Model monitoring
- Cost / token optimisation
- Experiment management
Data & Machine Learning
- Data science platforms
- AutoML
- Data preparation
- Data labelling
- Active learning
- Synthetic data
- Feature stores
- Data modelling
- Predictive ML
- Deep-learning platforms
AI Governance & Assurance
- AI governance
- Model governance
- AI risk management
- Regulatory compliance
- AI audit
- AI inventory
- Model cards / documentation
- Policy management
- Responsible-AI platforms
AI Safety & Security
- Cybersecurity
- AI security
- AI security posture management
- LLM security
- Prompt-injection protection
- Guardrails
- Red teaming
- AI penetration testing
- Content moderation
- Hallucination detection
- Model / data poisoning detection
Privacy, Identity & Trust
- Privacy-enhancing AI
- DLP
- PII detection / redaction
- Identity verification
- Biometrics
- Fraud detection
- Deepfake detection
- AI-content detection
- Provenance / watermarking
Documents & Office Productivity
- Document AI
- OCR
- Data extraction
- Summarisation
- Writing / editing
- Email assistants
- Office copilots
- Spreadsheet AI
- Presentation generation
- PDF / document processing
- Forms processing
Meetings & Collaboration
- Transcription
- Meeting assistants
- Note-taking
- Meeting intelligence
- Collaboration copilots
- Scheduling assistants
- Workplace communications
Language & Translation
- Translation
- Localisation
- Grammar / editing
- Writing assistants
- Speech translation
- Language learning
- Terminology management
Image & Design
- Image generation
- Image editing
- Graphic design
- Product imagery
- Photo enhancement
- AI illustration
- UI / UX design
- 3D generation
Video, Avatars & Synthetic Media
- AI video generation
- Video editing
- AI avatars
- Lip-sync / dubbing
- Storyboarding
- Animation
- Virtual presenters
- Synthetic-media platforms
Voice, Audio & Music
- Speech recognition
- Text-to-speech
- Voice cloning
- Voice generation
- Audio enhancement
- Podcast production
- Music generation
- Sound generation
Marketing & Advertising
- Marketing copilots
- Marketing agents
- Content marketing
- Advertising optimisation
- Campaign generation
- SEO
- AEO / GEO / search visibility
- Email marketing
- Brand intelligence
- Market research
Social Media
- Social content creation
- Social scheduling
- Social listening
- Trend intelligence
- Influencer tools
- Community management
- Social-media agents
Sales & Revenue
- Sales copilots
- AI SDRs
- Lead generation
- Prospecting
- CRM intelligence
- Revenue intelligence
- Sales forecasting
- Sales coaching / roleplay
- Proposal generation
- Tender / RFP response
Customer Service & CX
- Customer-support agents
- Customer-service chatbots
- Voicebots
- Contact-centre AI
- Agent assist
- Ticket automation
- Sentiment analysis
- Voice of customer
- Customer success
HR & Workforce
- Recruitment
- Candidate screening
- Talent intelligence
- HR agents
- Workforce planning
- Employee copilots
- Learning & development
- Performance management
- Skills intelligence
Finance & Accounting
- Accounting automation
- Bookkeeping
- Financial analysis
- FP&A
- Tax
- Audit
- Expense processing
- Invoice / AP / AR automation
- Credit / risk
Legal & Compliance
- Legal assistants
- Legal research
- Contract analysis
- Contract generation
- eDiscovery
- Regulatory monitoring
- Compliance automation
- Case management
Procurement & Supply Chain
- Procurement copilots
- Supplier intelligence
- Tender analysis
- Spend analysis
- Supply-chain optimisation
- Inventory forecasting
- Logistics optimisation
Analytics & Decision Intelligence
- AI analytics
- BI copilots
- Predictive analytics
- Forecasting
- Decision intelligence
- Optimisation
- Anomaly detection
- Scenario modelling
- Simulation
Personalisation & Recommendations
- Recommendation engines
- Personalisation platforms
- Next-best action
- Dynamic pricing
- Merchandising
- Customer segmentation
Accessibility & Assistive AI
- Accessibility tools
- Captioning
- Screen / vision assistance
- Speech assistance
- Cognitive accessibility
- Assistive communication
Computer Vision
- Image recognition
- Video analytics
- Object detection
- Visual inspection
- Facial recognition
- Remote sensing
- Medical imaging
- Spatial intelligence
Robotics & Autonomous Systems
- Industrial robotics
- Service robotics
- Autonomous vehicles
- Drones
- Warehouse robotics
- Physical AI
- Autonomous control systems
Edge AI & Smart Devices
- Edge inference
- Embedded AI
- IoT AI
- Wearable AI
- Smart-device AI
- On-device assistants
Digital Twins & Simulation
- Digital twins
- Infrastructure modelling
- Industrial simulation
- Synthetic environments
- AI simulation

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 16 of 16 matching products. Payment is not a sort field.

Anaconda AI Platform
Anaconda · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
Anaconda's AI platform page now leads to Anaconda Core, its foundation for secure, governed Python and AI development.
No published reviews
AM
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 Designer
Microsoft · 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
Cloudera AI
Cloudera · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
Cloudera is the only hybrid data and AI platform company that brings AI to data anywhere: In clouds, in data centers, and at the edge.
No published reviews
Databricks Data + AI Platform
Databricks · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
USDatabricks offers a unified platform for data, analytics and AI.
No published reviews
Datasparq Data & AI Consultancy
Datasparq · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
GBDatasparq is a UK data and AI consultancy covering practical strategy through implementation.
No published reviews
Deepnote
Deepnote · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
USDeepnote is a collaborative analytics and data-science notebook for Python/SQL exploration, teamwork, and sharing insights.
No published reviews
Freemium (supplier-claimed)
Digiterre data & AI consulting
Digiterre · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
GBDigiterre is a UK data and technology consultancy delivering data platforms and AI solutions for capital markets and enterprise clients.
No published reviews
Domino
Domino Data Lab · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
Domino provides an enterprise data science platform for developing, deploying, and governing models at scale.
No published reviews
Enterprise quote (supplier-claimed)
Domino Enterprise AI Platform
Domino Data Lab · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
Domino provides an enterprise data science platform for developing, deploying, and governing models at scale.
No published reviews
HA
H2O AI Cloud
H2O.ai · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
USOnly H2O.
No published reviews
Oracle Cloud Infrastructure Data Science
Oracle · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
Oracle sells database, cloud infrastructure and enterprise applications.
No published reviews
PW
Posit Workbench
Posit · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
Posit is the enterprise data science platform trusted by 52 of the Fortune 100.
No published reviews
SAS Viya
SAS · Data science platforms
- Unclaimed
- Directory-only
- Not assessed
USSAS Viya is SAS's platform, from SAS Institute Inc.
No published reviews
Snowflake ML
Snowflake · Data science platforms
- 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
TE
Tecton
Tecton · Feature stores
- Unclaimed
- Directory-only
- Not assessed
Databricks offers a unified platform for data, analytics and AI.
No published reviews