Ambient documentation across a distributed care network
AST built a clinical documentation pipeline that captures and structures encounters automatically — removing manual note-taking and freeing clinicians to focus on care.
The challenge
Clinicians spent hours on documentation, pulling time away from patients and introducing variability into the record.
The network needed encounters captured and structured automatically, accurately enough to trust in a clinical system.
What we did
- 01
Designed the capture pipeline
An ambient pipeline that listens, transcribes and structures an encounter into a clean, reviewable note.
- 02
Tuned for the clinical domain
NLP models adapted to real clinical language, with a clinician-in-the-loop review step.
- 03
Wrote back to the record
Structured notes flow into the EMR through standards-based integration — no double entry.
The results
Documentation that used to be typed by hand is now captured automatically and reviewed, not authored — giving clinicians their time back.
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