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
- 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 24 of 2971 matching products. Payment is not a sort field.

HPE Private Cloud AI
HPE · Generative-AI infrastructure
- Unclaimed
- Directory-only
- Not assessed
HPE is a leader in essential enterprise technology, bringing together the power of AI, cloud, and networking to help organizations unlock their boldest ambitio…
No published reviews
HRGPT
Borderless AI · HR agents
- Unclaimed
- Directory-only
- Not assessed
Borderless AI is an Employer of Record (EOR) & PEO platform simplifying global payroll management & team hiring to empower your growth worldwide.
No published reviews
HubSpot Content Hub
HubSpot · Content marketing
- Unclaimed
- Directory-only
- Not assessed
USHubSpot Content Hub is HubSpot's software product, from HubSpot, Inc.
No published reviews
HubSpot Marketing Hub
HubSpot · Email marketing
- Unclaimed
- Directory-only
- Not assessed
USHubSpot Marketing Hub is HubSpot's software product, from HubSpot, Inc.
No published reviews
Hugging Face AutoTrain
Hugging Face · Fine-tuning platforms
- Unclaimed
- Directory-only
- Not assessed
USHugging Face operates a model hub, inference tooling and collaboration products for machine-learning teams.
No published reviews
Hugging Face Datasets
Hugging Face · Data preparation
- Unclaimed
- Directory-only
- Not assessed
USHugging Face operates a model hub, inference tooling and collaboration products for machine-learning teams.
No published reviews
Hugging Face Hub
Hugging Face · Model cards / documentation
- Unclaimed
- Directory-only
- Not assessed
USHugging Face operates a model hub, inference tooling and collaboration products for machine-learning teams.
No published reviews
Hugging Face Inference Endpoints
Hugging Face · Model hosting / inference
- Unclaimed
- Directory-only
- Not assessed
USHugging Face operates a model hub, inference tooling and collaboration products for machine-learning teams.
No published reviews
Hugging Face Inference Providers
Hugging Face · Model routing
- Unclaimed
- Directory-only
- Not assessed
USHugging Face operates a model hub, inference tooling and collaboration products for machine-learning teams.
No published reviews
Hugging Face Model Cards
Hugging Face · Model cards / documentation
- Unclaimed
- Directory-only
- Not assessed
USHugging Face operates a model hub, inference tooling and collaboration products for machine-learning teams.
No published reviews
Hugging Face Model Hub
Hugging Face · Open-source models
- Unclaimed
- Directory-only
- Not assessed
USHugging Face operates a model hub, inference tooling and collaboration products for machine-learning teams.
No published reviews
Hugging Face Optimum
Hugging Face · Edge inference
- Unclaimed
- Directory-only
- Not assessed
USHugging Face operates a model hub, inference tooling and collaboration products for machine-learning teams.
No published reviews
HuggingChat
Hugging Face · General-purpose assistants
- Unclaimed
- Directory-only
- Not assessed
USHugging Face operates a model hub, inference tooling and collaboration products for machine-learning teams.
No published reviews
Hughes Hallucination Evaluation Model
Vectara · Hallucination detection
- Unclaimed
- Directory-only
- Not assessed
Hughes Hallucination Evaluation Model is Vectara's model API, from Vectara, Inc.
No published reviews
Huma
Huma · Specialist / domain models
- Unclaimed
- Directory-only
- Not assessed
GBHuma provides digital health and remote patient monitoring platforms with AI analytics for care pathways.
No published reviews
Enterprise quote (supplier-claimed)
Humanly AI Recruiting Platform
Humanly · Recruitment
- Unclaimed
- Directory-only
- Not assessed
Humanly AI Recruiting Platform is Humanly's software product, from HumanlyHR Inc.
No published reviews
HU
Humanz
Humanz · Influencer tools
- Unclaimed
- Directory-only
- Not assessed
Turn influencer marketing into a growth engine.
No published reviews
Humata
Humata · Summarisation
- Unclaimed
- Directory-only
- Not assessed
USHumata is an AI agent that turns your documents into a fast, intelligent knowledge base for instant analysis, insights, and answers.
No published reviews
Hume Empathic Voice Interface
Hume AI · Voice generation
- Unclaimed
- Directory-only
- Not assessed
USHume AI positions around emotional intelligence for voice and conversational AI, including empathic voice interfaces and human evaluation APIs.
No published reviews
Usage-based (supplier-claimed)
HunyuanVideo-Foley
Tencent · Sound generation
- Unclaimed
- Directory-only
- Not assessed
HunyuanVideo-Foley is Tencent's model API, from Tencent Holdings Limited.
No published reviews
Hydra II
Rightsify · Music generation
- Unclaimed
- Directory-only
- Not assessed
Hydra II is Rightsify's model API, from Rightsify Group LLC.
No published reviews
Hydrosphere
Hydrosphere · Model monitoring
- Unclaimed
- Directory-only
- Not assessed
Hydrosphere is Hydrosphere's platform, from Hydrosphere.
No published reviews
HA
Hypatos Agentic GBS Workforce for Invoice Processing
Hypatos · Invoice / AP / AR automation
- Unclaimed
- Directory-only
- Not assessed
DEModernize GBS with an Agentic Workforce.
No published reviews
HypeAuditor
HypeAuditor · Influencer tools
- Unclaimed
- Directory-only
- Not assessed
Data-driven Influencer marketing platform for brands & agencies that helps to find the best influencer, analyze the market, track and measure influencer campai…
No published reviews