Data Types.
Private company records. Human expertise. Real-world context.
EnterpriseRecords of how companies work
Media & AILicensed media for multimodal AI
Code
240+ Companies
Source Repositories
Private source files with the commit history that shows how working software evolved.
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Issues & Bugs
Bug reports and issue threads linked to the code changes that resolved them.
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Pull Requests
Proposed code changes with their diffs, descriptions and merge outcomes.
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Code Reviews
Reviewer comments on specific lines of code and the revisions they triggered.
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Tests & Deployments
Test suites, pipeline runs and release records showing how code reaches production.
ExploreConversations
3M+ Hours
Team Chat
Workplace chat channels where teams coordinate, ask questions and make quick decisions.
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Email Threads
Business email chains covering requests, negotiation, approvals and follow-ups.
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Project Discussions
Discussions where teams plan work, weigh options and agree on project direction.
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Meeting Notes
Written meeting records with agendas, discussion points, decisions and action items.
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Knowledge Sharing
Internal Q&A, wikis and explainers where employees pass on how things are done.
ExploreWorkflows
110+ Unique Workflows
Project Management
Project boards, timelines and task updates showing how work is planned and tracked.
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Approvals
Approval chains for requests such as spending, access, contracts and policy exceptions.
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Operations Tickets
Internal service tickets for IT, facilities and operations requests from open to closed.
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Process Documentation
Standard operating procedures, runbooks and process maps describing how work is done.
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Task Histories
Logs of how individual tasks were actually carried out across tools and systems.
ExploreCustomer Operations
560K+ Resolutions
Support Tickets
Customer support cases with the original request, agent replies and final outcome.
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Escalations
Cases that moved beyond first-line support, with handoffs and specialist decisions.
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Service Logs
Timestamped records of service visits, system events and actions taken for customers.
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Resolutions
Documented fixes and answers that closed customer issues, written by support staff.
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Quality Reviews
Supervisor scorecards and feedback assessing how customer interactions were handled.
ExploreCommercial Data
1B+ Records
Sales Pipelines
CRM records of leads, deals and stage changes from first contact to close.
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Finance Workflows
Invoices, payments, reconciliations and month-end records from finance teams.
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Inventory Operations
Stock levels, movements and replenishment records across warehouses and stores.
ExplorePrivate Codebases
Proprietary business software built for internal commercial operations.
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Multilingual Long-Form
Long business documents written in or translated across several languages.
ExploreSpecialist Knowledge
40+ Industries
Logistics
Shipment, routing and customs records from freight and supply-chain operations.
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Insurance
Claims, underwriting notes and policy documents from insurance operations.
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Regulated Workflows
Compliance reviews, audit trails and regulatory filings from regulated industries.
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Multilingual Records
Business records kept in several languages across Asian markets.
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Trade Finance
Letters of credit, guarantees and trade documents from bank and corporate finance teams.
ExploreVideo
3M+ Hours
Task Demonstration
Footage of people completing practical tasks step by step.
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HDR
High dynamic range footage with wide colour and brightness detail.
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2D Animation
Hand-drawn and digital 2D animation from studios and creators.
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Talking Head
Single-speaker footage with a clear view of the face and natural speech.
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Multi-Camera
Scenes captured from several synchronised camera angles at once.
ExploreAudio
1.5M+ Hours
Interviews
Recorded conversations between an interviewer and one or more guests.
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Multi-Speaker Podcasts
Podcast episodes with several hosts and guests in open conversation.
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Multilingual Conversations
Conversations in several languages, including code-switching between them.
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Sports Commentary
Live commentary recorded alongside sports events.
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Call Center
Recorded customer service calls between customers and agents.
ExploreGaming
560+ Titles
First-Person Gameplay
Gameplay recorded from the player’s own point of view.
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Open-World Navigation
Players exploring large, open game worlds and finding their way.
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Multiplayer Competitive
Competitive matches where players act against and alongside others.
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Long-Horizon Tasks
Extended play sessions working towards goals that take many steps.
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Gameplay Demonstrations
Skilled players showing how to complete levels, techniques or challenges.
ExploreText
10B+ Words
Multilingual Editorial
Professionally edited articles and features in several languages.
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Scripts & Screenplays
Scripts for film, television, games and advertising.
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Customer Support Transcripts
Written chat and message exchanges between customers and support agents.
ExplorePrivate Codebases
Proprietary code and its comments treated as text for language model training.
ExploreMultilingual Long-Form
Books, reports and long documents in several languages.
ExploreRobotics
500K+ Clips
Tool Manipulation
Footage and sensor data of hands or robots using tools.
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Task Demonstration
People or robots performing physical tasks for robots to learn from.
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Ego/Exocentric
The same activity captured from a first-person and an outside view at once.
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Warehouse Automation
Picking, packing and material handling in real warehouse settings.
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Humanoid Navigation
Walking-height footage moving through indoor and outdoor spaces.
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