For AI data buyers
AI training data by industry
Quick answer
AI labs and data buyers look for different records in each industry. Here's what each industry's data is used for when licensing training data. Every license is scoped, rights-reviewed and approved by the business.
BPO & contact centers
What AI developers use it for:
- Support agents
- Agent-assist
- Evaluation datasets
- Voice AI
AI developers building in this space: OpenAI
Recruiting & staffing
What AI developers use it for:
- Recruiting agents
- Screening assistants
- Evaluation datasets
AI developers building in this space: Meta
Consulting & professional services
What AI developers use it for:
- Analyst agents
- Expert evaluation datasets
- Drafting assistants
AI developers building in this space: OpenAI · Anthropic
Consulting & professional services: data, checks and fit check
Healthcare administration
What AI developers use it for:
- Revenue-cycle agents
- Coding assistants
- Operational QA
AI developers building in this space: Anthropic
Legal
What AI developers use it for:
- Contract drafting and review assistants
- Legal research tools
- E-discovery classification
- Matter-management agents
AI developers building in this space: Anthropic
Healthcare
What AI developers use it for:
- Ambient clinical documentation
- Medical coding automation
- Revenue-cycle agents
- Patient access assistants
Construction
What AI developers use it for:
- Estimating models
- Document-control agents
- Schedule-risk prediction
- Spec compliance review
Finance
What AI developers use it for:
- Underwriting assistants
- Fraud-detection models
- Compliance review
- Customer-service agents
AI developers building in this space: Google
Insurance
What AI developers use it for:
- Claims triage
- Underwriting copilots
- Policy Q&A assistants
- Damage assessment vision models
AI developers building in this space: Google
Software
What AI developers use it for:
- Coding models
- Code-review assistants
- Software engineering agents
- Support copilots
Manufacturing
What AI developers use it for:
- Quality-control models
- Maintenance copilots
- Procurement agents
- Predictive maintenance
AI developers building in this space: Amazon
Logistics
What AI developers use it for:
- Dispatch agents
- Document extraction
- ETA prediction
- Freight pricing models
AI developers building in this space: Amazon
Real estate
What AI developers use it for:
- Listing generation
- Transaction-coordination agents
- Lease abstraction
- Maintenance triage
AI developers building in this space: Google
E-commerce
What AI developers use it for:
- Shopping assistants
- Support automation
- Product content generation
- Returns prediction
Accounting
What AI developers use it for:
- Bookkeeping automation
- Tax research assistants
- Audit agents
- Close-management tools
AI developers building in this space: Google
Customer support
What AI developers use it for:
- Support agents
- Agent-assist
- QA automation
- Voice agents
AI developers building in this space: OpenAI · Meta · Amazon
IT managed services
What AI developers use it for:
- IT support agents
- Troubleshooting assistants
- Ticket routing
Software development agencies
What AI developers use it for:
- Coding agents
- Code review tools
- Estimation models
Architecture firms
What AI developers use it for:
- Design assistants
- Drawing review
- Specification writing
Claims administration
What AI developers use it for:
- Claims agents
- Document extraction
- Decision support
Compliance consulting
What AI developers use it for:
- Compliance assistants
- Audit tools
- Policy drafting
Construction management
What AI developers use it for:
- Project agents
- Document review
- Schedule risk
Corporate training
What AI developers use it for:
- Tutoring
- Course generation
- Assessment tools
Cybersecurity services
What AI developers use it for:
- Security copilots
- Triage models
- Response agents
Engineering consultancies
What AI developers use it for:
- Engineering assistants
- Drawing review
- Report drafting
Fintech software
What AI developers use it for:
- Fraud models
- Support agents
- Ops automation
Freight brokerages
What AI developers use it for:
- Dispatch agents
- Document extraction
- Pricing models
Industrial distribution
What AI developers use it for:
- Quoting agents
- Product search
- Support assistants
Insurance brokerages
What AI developers use it for:
- Placement assistants
- Service agents
- Document extraction
Market research
What AI developers use it for:
- Research assistants
- Survey analysis
- Evaluation
Marketing agencies
What AI developers use it for:
- Creative assistants
- Copywriting
- Campaign planning
Media and publishing
What AI developers use it for:
- Writing assistants
- Summarization
- Search
Mortgage operations
What AI developers use it for:
- Underwriting assistants
- Document extraction
- Processing agents
Multi-brand retail
What AI developers use it for:
- Shopping assistants
- Ops agents
- Demand planning
Procurement services
What AI developers use it for:
- Procurement agents
- Contract review
- Spend analysis
Property management
What AI developers use it for:
- Maintenance agents
- Leasing assistants
- Inspection tools
Telecom services
What AI developers use it for:
- Support agents
- Network ops agents
- Field-service tools
Third-party logistics
What AI developers use it for:
- Logistics agents
- Document extraction
- Exception handling
See what leading AI developers build: OpenAI · Meta · Google · Anthropic · Amazon. SourceX is not affiliated with these companies, and this page doesn't say which companies buy in which industry.
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