Data and environments for AI.
Original data, runnable environments and recorded trajectories for model training and evaluation.
Professional work & company records
Professional Work & Documents
Editable documents, rendered pages and structure from engineering, finance, sales and consulting.
Whole-Company Operating Archives
Connected company histories: communication, documents, code, business records and databases.
Cross-Tool Workplace Records
Linked records from chat, mail, documents, projects and calendars, with shared entities and chronology.
Business environments
Real Business Environments
Business situations with the company history, counterparties and operating context an agent needs to get the work done.
Back-Office Work Tasks
Accounting and back-office tasks with known answers, exact-value checks and graded outcomes.
Computer use
Computer-Use Trajectories
Browser and desktop actions with screenshots, accessibility observations and final-state checks.
Full-History Codebases
Complete repositories with source, tests, branches and the changes that explain how the software was built.
Repo Build & Repair Tasks
Specifications and real issues, runnable repositories and held-out tests for the finished change.
Exploit & Patch Tasks
Vulnerable services, multi-stage exploits and patches, checked against the running system.
Full-App Build Tasks
Whole-application tasks evaluated by a browser using the product.
Engineering Delivery Records
Linked source-control, issue-tracking and delivery records for coding agents and software evaluation.
Research agents
ML Research Tasks
ML competitions, paper replications and post-training tasks with execution traces and machine grades.
Physical AI
Robot Teleoperation Demonstrations
Synchronized robot video, actions and task outcomes from human teleoperation.
First-Person Human Motion
First-person video paired with full-body 3D motion for embodied models.
Robot Sensor Recordings
Synchronized proprioception, inertial and audio recordings across robot embodiments.
Markets & compute
Sports Query & Answer Logs
Real sports questions, tool queries and answer logs for language models.
Retail Investor Sentiment
Longitudinal investor conversations, sentiment and activity linked to financial instruments.
Startup Technographics
Company-level technology adoption, linked to vendors and public market tickers.
Federal Software Contracts
Federal software spending and vendor awards mapped to public companies.
Prediction Market Probabilities
Event probabilities across prediction markets, linked to affected securities.
GPU Rental Prices
Comparable GPU rental quotes across cloud providers, normalized to hardware specifications.
Inference Token Prices
Model-level inference prices, throughput and latency across hosted providers.
Work with Gerra
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