01
Inspect the source
Show the encounter evidence and the exact version behind a suggestion.
Coding & claim preparation
Every suggestion needs a source.
Prepare professional claim drafts from supported facts. Put suggested codes, their evidence and the required reviewer decision in the same place.
From context to action.
02
Review the proposed change
Separate a recommendation from an approved code. Explain missing evidence and required human review.
03
Create a controlled draft
Run deterministic edits and carry unresolved exceptions forward. Confidence alone does not authorize release.
The working interface
Coding & claim preparation
Inspect the corresponding synthetic workspace, including its source context and review states.
Explore this intended workflow with synthetic examples. Live integrations and production use remain gated.
See current readiness