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.

14 of 2971 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 14 of 14 matching products. Payment is not a sort field.

C8
Camunda 8
Camunda · Agent orchestration
- Unclaimed
- Directory-only
- Not assessed
DECamunda 8 is an agentic orchestration platform that coordinates AI agents, people and systems across end-to-end business processes.
No published reviews
CrewAI Platform
CrewAI · Multi-agent systems
- Unclaimed
- Directory-only
- Not assessed
USCrewAI Platform is CrewAI's platform, from CrewAI, Inc.
No published reviews
Hatchet Cloud
Hatchet · Agent orchestration
- Unclaimed
- Directory-only
- Not assessed
Hatchet is a single platform for orchestrating AI agents, scheduling background tasks, and running mission-critical workflows.
No published reviews
Inngest
Inngest · Agent orchestration
- Unclaimed
- Directory-only
- Not assessed
Build reliable background jobs, workflows, and AI agents without extra infrastructure.
No published reviews
Inngest AgentKit / workflows
Inngest · Agent orchestration
- Unclaimed
- Directory-only
- Not assessed
Inngest provides durable workflow/event infrastructure increasingly used to orchestrate AI agents and long-running jobs.
No published reviews
Freemium (supplier-claimed)
Kestra
Kestra · Agent orchestration
- Unclaimed
- Directory-only
- Not assessed
Use declarative language to build simpler, faster, scalable and flexible workflows.
No published reviews
LangGraph Platform
LangChain · Agent orchestration
- Unclaimed
- Directory-only
- Not assessed
USLangChain enables every company to own their intelligence.
No published reviews
MuleSoft Agent Fabric
Salesforce · Agent orchestration
- Unclaimed
- Directory-only
- Not assessed
USSalesforce sells CRM cloud software with Einstein and Agentforce AI features.
No published reviews
OA
OpenAI Agents SDK
OpenAI · AI agents
- Unclaimed
- Directory-only
- Not assessed
USOpenAI is a US AI research company that sells hosted assistants, APIs and developer tools, including ChatGPT and the OpenAI API.
No published reviews
Orkes Conductor
Orkes · Agent orchestration
- Unclaimed
- Directory-only
- Not assessed
Orkes Conductor is Orkes's platform, from Orkes, Inc.
No published reviews
Prefect Cloud
Prefect · Agent orchestration
- Unclaimed
- Directory-only
- Not assessed
Orchestrate workflows with Prefect.
No published reviews
Temporal Cloud
Temporal · Agent orchestration
- Unclaimed
- Directory-only
- Not assessed
Temporal Cloud is Temporal's platform, from Temporal Technologies Inc.
No published reviews
UI
UiPath
UiPath · Workflow automation
- Unclaimed
- Directory-only
- Not assessed
USUiPath is an enterprise automation company selling robotic process automation, API integration and related AI features.
No published reviews
Vertex AI Agent Engine
Google · Agent orchestration
- 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