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.

17 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 17 of 17 matching products. Payment is not a sort field.

3D
3DEXPERIENCE
Dassault Systèmes · Digital twins
- Unclaimed
- Directory-only
- Not assessed
3DEXPERIENCE is Dassault Systèmes SE's product development and digital twin platform.
No published reviews
Ansys Twin Builder
Ansys · Industrial simulation
- Unclaimed
- Directory-only
- Not assessed
USAnsys Twin Builder, now part of Synopsys, is a platform for building, validating and deploying simulation-based digital twins.
No published reviews
ArcGIS Reality for ArcGIS Pro
Esri · Digital twins
- Unclaimed
- Directory-only
- Not assessed
USArcGIS Reality for ArcGIS Pro brings Esri's reality mapping into the ArcGIS Pro desktop.
No published reviews
AI
AWS IoT TwinMaker
Amazon Web Services · Digital twins
- Unclaimed
- Directory-only
- Not assessed
USAmazon Web Services is Amazon's cloud division selling compute, storage, Bedrock model hosting and related AI infrastructure.
No published reviews
AD
Azure Digital Twins
Microsoft · Digital twins
- Unclaimed
- Directory-only
- Not assessed
USAzure Digital Twins is Microsoft's IoT platform for creating live digital models of physical environments such as buildings, factories, energy networks and cit…
No published reviews
C3 AI Asset Connect
C3 AI · Digital twins
- Unclaimed
- Directory-only
- Not assessed
USC3 AI is an enterprise artificial intelligence software company based nearby in Redwood City, California.
No published reviews
C3 AI Production Schedule Optimization
C3 AI · Digital twins
- Unclaimed
- Directory-only
- Not assessed
USC3 AI is an enterprise artificial intelligence software company based nearby in Redwood City, California.
No published reviews
Digital Twin Composer
Siemens · Digital twins
- Unclaimed
- Directory-only
- Not assessed
DESiemens: A global technology leader driving innovation in industry, infrastructure and mobility through digital transformation.
No published reviews
iTwin Experience
Bentley Systems · Digital twins
- Unclaimed
- Directory-only
- Not assessed
USProviding architects, engineers, constructors, and owner-operators with comprehensive architecture and engineering solutions for advancing infrastructure.
No published reviews
iTwin IoT
Bentley Systems · Digital twins
- Unclaimed
- Directory-only
- Not assessed
USProviding architects, engineers, constructors, and owner-operators with comprehensive architecture and engineering solutions for advancing infrastructure.
No published reviews
IP
iTwin Platform
Bentley Systems · Infrastructure modelling
- Unclaimed
- Directory-only
- Not assessed
USProviding architects, engineers, constructors, and owner-operators with comprehensive architecture and engineering solutions for advancing infrastructure.
No published reviews
NVIDIA Omniverse
NVIDIA · Synthetic environments
- Unclaimed
- Directory-only
- Not assessed
USNVIDIA sells GPUs, CUDA software and AI enterprise stacks used for training and inference.
No published reviews
NVIDIA Omniverse for Digital Twins
NVIDIA · Digital twins
- Unclaimed
- Directory-only
- Not assessed
USNVIDIA sells GPUs, CUDA software and AI enterprise stacks used for training and inference.
No published reviews
PR
PD Replica
Parallel Domain · Digital twins
- Unclaimed
- Directory-only
- Not assessed
USParallel Domain generates photorealistic synthetic data and simulation to train and validate perception systems for autonomous vehicles, robotics, and AI.
No published reviews
Siemens Xcelerator Digital Twin
Siemens · Digital twins
- Unclaimed
- Directory-only
- Not assessed
DESiemens: A global technology leader driving innovation in industry, infrastructure and mobility through digital transformation.
No published reviews
Simcenter Executable Digital Twin Gateway
Siemens · Digital twins
- Unclaimed
- Directory-only
- Not assessed
DESiemens: A global technology leader driving innovation in industry, infrastructure and mobility through digital transformation.
No published reviews
TH
ThingWorx
Velotic · Digital twins
- Unclaimed
- Directory-only
- Not assessed
Velotic is an industrial software company combining Proficy manufacturing execution, Kepware connectivity and ThingWorx industrial IoT.
No published reviews