Ambient AI & clinical workflow
Ambient documentation that clinicians actually adopted
Challenge
A large, multi-site safety-net health system faced mounting clinician burnout, with providers losing hours of after-clinic "pajama time" to charting.
Approach
Led selection and phased rollout of an ambient AI documentation assistant, paired with hands-on onboarding, super-user support, and clear adoption metrics. Treated as a change program, not a software install.
Result
1,500+ providers live with 65% uptake in eight weeks, 250,000+ notes generated, and a 40%+ reduction in documentation time.