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.

RT
Ray Tune
Anyscale · Experiment management
- Unclaimed
- Directory-only
- Not assessed
Powered by Ray, Anyscale helps AI builders run data-intensive workloads to build and deploy Foundation Models and AI at scale on any cloud.
No published reviews
Ray3.2
Luma · AI video generation
- Unclaimed
- Directory-only
- Not assessed
Luma AI is the creative AI platform for video generation and image creation.
No published reviews
RA
Rayyan
Rayyan · Research assistants
- Unclaimed
- Directory-only
- Not assessed
Rayyan is the pioneering AI-powered platform redefining evidence-based research & decision-making.
No published reviews
RD
RDC.AI Decisioning Platform
RDC.AI · Credit / risk
- Unclaimed
- Directory-only
- Not assessed
AURDC.
No published reviews
Read AI
Read AI · Meeting assistants
- Unclaimed
- Directory-only
- Not assessed
Read AI provides meeting summaries, search, and insights across video conferencing tools.
No published reviews
Freemium (supplier-claimed)
Read&Write
Texthelp · Cognitive accessibility
- Unclaimed
- Directory-only
- Not assessed
Break down barriers to learning and work with our advanced technology.
No published reviews
Reader
Readwise · Summarisation
- Unclaimed
- Directory-only
- Not assessed
USGrow wiser and retain books better: Readwise sends you a daily email resurfacing your best highlights from Kindle, Instapaper, iBooks, and more.
No published reviews
ReadMe
ReadMe · Documentation generation
- Unclaimed
- Directory-only
- Not assessed
ReadMe helps you create beautiful, interactive API documentation that developers love.
No published reviews
ReadSpeaker TextAid
ReadSpeaker · Speech assistance
- Unclaimed
- Directory-only
- Not assessed
ReadSpeaker is a global leader in text-to-speech technology, providing 280+ AI voices in 80+ languages to organizations across education, enterprise, and embed…
No published reviews
Reality Defender
Reality Defender · Deepfake detection
- Unclaimed
- Directory-only
- Not assessed
USReality Defender's robust deepfake detection helps enterprises, platforms, and institutions stop deepfakes before they become a problem.
No published reviews
Realtime TTS-2
Inworld AI · Text-to-speech
- Unclaimed
- Directory-only
- Not assessed
Realtime TTS and STT models, LLM serving, and the inference behind both, all through modular APIs.
No published reviews
RT
Realtime TTS-2 Flash
Inworld AI · Voice generation
- Unclaimed
- Directory-only
- Not assessed
Realtime TTS and STT models, LLM serving, and the inference behind both, all through modular APIs.
No published reviews
Recall
Recall · Summarisation
- Unclaimed
- Directory-only
- Not assessed
AURecall is a personal AI knowledge base.
No published reviews
RM
Recite Me
Recite Me · Accessibility tools
- Unclaimed
- Directory-only
- Not assessed
GBRecite Me is an Accessibility Software & Solutions provider - helping to create WCAG compliant websites and inclusive experiences online for disabled people.
No published reviews
Reclaim
Dropbox · Scheduling assistants
- Unclaimed
- Directory-only
- Not assessed
USDiscover Dropbox – secure, easy cloud storage for file sharing and collaboration.
No published reviews
Recombee Recommendation API
Recombee · Recommendation engines
- Unclaimed
- Directory-only
- Not assessed
CZRecommender as a Service with an intuitive RESTful API & SDKs tailored by data scientists.
No published reviews
Recraft
Recraft · Image generation
- Unclaimed
- Directory-only
- Not assessed
Recraft is a top-ranked text-to-image model and design platform for photorealism, vector generation, custom styles, mockups, and more.
No published reviews
RH
Red Hat AI Inference Server
Red Hat · Cost / token optimisation
- Unclaimed
- Directory-only
- Not assessed
Red Hat is the world’s leading provider of open source solutions, using a community-powered approach to provide reliable and high-performing cloud, virtualizat…
No published reviews
Red Hat Ansible Lightspeed
Red Hat · DevOps assistants
- Unclaimed
- Directory-only
- Not assessed
Red Hat is the world’s leading provider of open source solutions, using a community-powered approach to provide reliable and high-performing cloud, virtualizat…
No published reviews
Red Hat OpenShift AI
Red Hat · Model training
- Unclaimed
- Directory-only
- Not assessed
Red Hat is the world’s leading provider of open source solutions, using a community-powered approach to provide reliable and high-performing cloud, virtualizat…
No published reviews
Redactable
Redactable · PII detection / redaction
- Unclaimed
- Directory-only
- Not assessed
USAI-powered document redaction software that automatically finds and removes sensitive information.
No published reviews
RE
RedactAI
RedactAI · Social content creation
- Unclaimed
- Directory-only
- Not assessed
Easily create viral LinkedIn posts with our AI LinkedIn Post Generator, offering personalized content tailored to your unique writing style and professional co…
No published reviews
Redis Feature Form
Redis · Feature stores
- Unclaimed
- Directory-only
- Not assessed
Developers love Redis.
No published reviews
RO
Reduced Order Modeler
MathWorks · AI simulation
- Unclaimed
- Directory-only
- Not assessed
USReduced Order Modeler is MathWorks's software product, from The MathWorks, Inc.
No published reviews