Research
Published findings on ambient documentation, with the source and what it means for clinicians who document outside clinics. We link the originals so you can read them yourself.
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JAMA Network Open, 2025
A multi-site study of clinicians using an ambient scribe reported a 13 point drop in burnout after one month.
The evening paperwork pile is the part of the job clinicians describe as unsustainable. Removing it is the whole point.
Read the sourceAmerican Medical Association
Health systems adopting AI scribes report roughly an hour a day less time in documentation per clinician.
Field clinicians see more visits with less clinic support, so the hour matters more.
Read the sourceSTAT News, 2026, on a five-center study of 1,800 clinicians
Measured savings were about 16 minutes of documentation per eight hours of care, alongside large improvements in reported well-being.
We show time back as an estimate and never as a measurement, and we design for the feeling of being done.
Read the sourcePeterson Health Technology Institute
An evaluation across leading health systems found consistent burnout reductions and mixed evidence on revenue.
Driveway is priced for the individual clinician, not for a return-on-investment case that depends on billing more.
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