Do AI Scribes Actually Save Time? What the Studies Measured and Missed

The short answer: For most clinicians, yes, but by less than vendor decks imply. A 2025 multi-site study found burnout fell from 51.9% to 38.8% after 30 days with an ambient scribe. athenahealth reports nearly six fewer minutes per encounter among early adopters. The Peterson Health Technology Institute (PHTI) found no significant financial return yet.

Clinicians keep asking this in public, and for good reason. The honest answer depends on what was measured, by whom, and for how long. Here is what the evidence shows, and what it does not.

What the studies measured

These four sources look at AI clinical documentation from different angles: a multi-site study, an independent review, a vendor report and a policy viewpoint.

• JAMA Network Open, Oct 2025 (Olson et al.). 30 days of one ambient scribe (Abridge) at six US health systems, 263 clinicians analyzed. Burnout fell from 51.9% to 38.8%; note-related cognitive load fell from 7.10 to 4.46 on a 10-point scale; after-hours documentation fell by about 0.9 hours per week. Limits: no control group, self-reported, 60.3% survey completion.
• PHTI evaluation, Mar 2025. Review of health-system reports. Burnout and cognitive load were down (Mass General Brigham reported a 40% relative burnout reduction in a six-week pilot, n=223); after-hours results were mixed; no significant ROI to date. Limits: mostly organization-reported, and some figures are vendor case studies.
• athenahealth, Aug 2026. Early results for its native tool, athenaAmbient: nearly 6 fewer minutes per encounter on chart prep and documentation, more than 2 workdays saved per clinician per month, and same-day chart completion up to 30%. Limits: vendor-reported, early adopters only.
• JAMA Health Forum, Jan 2026 (Nong and Neprash). A cost viewpoint putting scribes at roughly $300 to $500 per clinician per month. Limits: a viewpoint, not a trial.

What the studies do not tell you

• Accuracy. The burnout and time studies mostly do not report error rates. A scribe that saves ten minutes and adds a wrong medication costs more than it saves.
• Volume and revenue. PHTI found organizations reported no increase in patients seen per period, even though clinicians believed they could see more.
• Durability. Most results cover weeks, not a year.
• Your visits. A multi-site average hides specialty, template and visit-type differences.

What clinicians say when they compare tools

Threads on r/FamilyMedicine and r/medicine keep returning to the same points: the first draft is usually good and saves after-hours time, but hallucinations still appear, some tools need more editing than others, and control over templates matters. Several clinicians say the difference between products is larger than the difference between "using one" and "not using one." Those are anecdotes, not data. They do tell you what to test.

How to measure it on your own visits

Run this for two weeks before and two weeks after, with the same five clinicians:

• After-hours EHR minutes: from an EHR audit or time report.
• Minutes in the note per visit: from an EHR audit or a stopwatch sample of 20 visits.
• Edit rate: the share of the draft the clinician changed.
• Error count: the clinician flags wrong or invented items on 20 notes.
• Same-day note completion: the share of notes signed by end of day.

A tool that moves after-hours minutes and same-day completion without raising the error count is doing its job.

Where SteerNotes fits

SteerNotes is built to cover more than the note. According to the product page, it prepares a pre-visit summary, drafts the note in your templates during the visit, queues orders in the EHR for confirmation, surfaces care gaps, and routes referrals and care gaps into scheduling. The clinician signature is required before anything is final.

FAQ

Do AI scribes actually save time?
For most clinicians they cut after-hours charting and note effort, but the size varies. One 30-day, six-system study estimated about 0.9 fewer after-hours documentation hours per week. Test any scribe on your own visits before you commit.

Do AI scribes reduce burnout?
In a 2025 JAMA Network Open study, the share of clinicians reporting burnout fell from 51.9% to 38.8% after 30 days of use. The study had no control group and relied on self-reported surveys.

Do AI scribes pay for themselves?
Not reliably yet. The Peterson Health Technology Institute review found no significant financial ROI to date, and organizations reported no increase in patients seen per period.

How much of an AI scribe note do clinicians keep?
Yale New Haven Health reported clinicians keep about 80% of AI-generated drafts, according to the PHTI report. Treat that as one system's figure, not a benchmark.

How do I measure time savings in my own practice?
Compare 2 weeks before and 2 weeks after for the same clinicians: after-hours EHR minutes, minutes in the note per visit, the share of the draft edited, and same-day note completion.

Next step

Want to run the two-week test with SteerNotes on your own visits? Book a demo.