Physician Groups
AI documentation assist for a multi-site specialty group
Supervised AI scribe and note assist integrated into ambulatory clinical workflows.
Challenge
What was broken
Clinicians were finishing charts after hours; generic AI tools lacked EHR context and governance.
Solution
What we engineered
We embedded an AI documentation assistant with human review, specialty templates, and write-back to the ambulatory EMR.
Outcome
What changed
Documentation time dropped and note completeness improved without removing clinician sign-off.
12h
Saved per clinician / month
100%
Notes clinician-approved
4
Specialty templates live
Client names withheld under NDA. Representative US healthcare engagement in physician groups. Stack: Python, LLM assist, EMR APIs, React, Audit logging.
US hospitals, clinics, and digital health
Want a comparable outcome on EHR, RCM, telehealth, or FHIR?
Tell us the clinical or revenue constraint. We will map a HIPAA-aligned path.