Work
What we have built. Pick a use case, or search a technology.
Use case
Capability
Turns medical and insurance scans into structured fields you can click back to on the page.
Accuracy moved from 84% to 88%; manual review dropped about 60%.
A factory of specialist workers that turns messy medical scans into structured cards and summaries.
Reached 84% end-to-end accuracy, later 88% with an LLM extraction layer.
Runs extraction models on owned GPUs so sensitive pages do not have to leave the building.
Cost per document dropped from about $0.35 to about $0.10.
Scores extraction models on your own documents before you lock a provider.
Routing decisions come from your field accuracy, not a public leaderboard.
Two release tracks so web, API, mobile, and AI ship weekly instead of by hand.
Weekly release cadence with PR testing and merge-to-main deployments.
