LABS & ENTERPRISE
Verified workflow data for frontier teams.
UseDesktop supplies computer-use datasets, RL task packages, verifiers, failure traces, reward signals, and model comparison reports from real desktop workflows.
WHY USEDESKTOP
Real workflows, packaged for model improvement.
Frontier teams need hard, long-horizon computer-use data. Desktop turns operational desktop work into packages researchers can train on, evaluate against, and audit.
DATA SUPPLY
Recurring workflow data capacity.
UseDesktop helps capture private and local workflows from domain workers and turns them into verified computer-use datasets, not one-off recordings.
- ✓Real desktop trajectories from operational work.
- ✓Outcomes, UI states, screenshots, and failure traces.
- ✓Recurring capacity by workflow vertical.
RL PACKAGE
Verifier-backed environments.
Each package is built for post-training and evaluation: task definitions, verifier audits, reward signals, and model comparison reports.
- ✓Programmatic verifiers and reward signals.
- ✓Pass@k, failure modes, and verifier FP/FN audits.
- ✓Exports for training, evals, and RL rollouts.
Talk to us about a workflow package.
We work with frontier teams and enterprises on scoped pilots, recurring data supply, and custom RL task environments.