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Case Study · Healthcare & Life Sciences

Doctor notes into permanent patient records.

Research puts it plainly: physicians average nearly two hours of records work for every hour of patient care, and finish their notes at the kitchen table. This clinic ended that — the visit itself now writes the record.

ZeroDetails lost after a visit
Same-dayChart closure, every visit
2 hrsReturned per physician, per day
Multi-physician outpatient clinic
IndustryHealthcare & Life Sciences
SettingOutpatient · high visit volume
Built byPromata — Blueprint → AI Build
StatusLive · charting right now

Does this sound like your clinic?

Your last patient leaves at 5:00. Your notes end at 9:00.
Charts stay open for days — and get finished from memory.
The details that matter most are the first ones forgotten by Friday.
Coders chase physicians; physicians chase yesterday.
Good doctors are quietly burning out on paperwork, not medicine.
IF YOU CHECKED THREE OF THESE — THIS CASE STUDY IS ABOUT YOU.
The Challenge

The visit takes thirty minutes. The record takes the evening.

Studies across health systems agree on the shape of the problem: roughly 36 minutes of records work per 30-minute visit, and 90+ minutes of after-hours “pajama time” per physician per day. Documentation had quietly become the second, unpaid clinic day.

⚠ THE CLINIC DAY, TRADITIONAL
36 min of records work per 30-min visitEVERY VISIT
Charts finished from memory, days laterDETAILS FADING
9 PM: notes at the kitchen tablePAJAMA TIME
Coding queries bounce back weeks laterREVENUE LEAKS
Physicians doing data entryBURNOUT RISING
✦ WITH THE DOCUMENTATION ENGINE
Note drafted by the time the patient reaches the parking lotMINUTES
Every detail captured at the moment it was saidZERO LOST
Charts reviewed, signed, closed same dayBY 5 PM
Codes suggested and checked at the sourceCLEAN CLAIMS
Physicians doing medicineEVENINGS RETURNED
VS

THE SAME VISIT — DOCUMENTED FROM MEMORY AT 9 PM VS. CAPTURED AS IT HAPPENED

  • Memory is a terrible clinical instrument

    A chart closed three days late is a chart reconstructed, not recorded. The precise dosage discussion, the exact wording of a symptom — the highest-value details decay first.

  • The math didn't work

    Twenty visits a day at ~36 documentation minutes each is more documentation than clinic day. The overflow had exactly one place to go: home.

  • Compliance pressure cuts both ways

    Records must be thorough AND timely. The team was trading one against the other every single day.

  • The cost was people

    Documentation burden is a leading driver of physician burnout and attrition. This wasn't an efficiency project; it was a retention project.

The Solution

The visit writes the record. The physician approves it.

Physicians dictate or speak naturally during and after the visit. The engine structures it into the clinic’s own note format, proposes codes, flags gaps, and files to the EHR — with the physician reviewing and signing, always.

“...bilateral otitis media, second episode since March...”Dictation · ambient capture · 2:14 PM
STRUCTURES · CODES · NEVER INVENTS
Clinic note templatesHistory · exam · assessment · plan
Coding rulesSuggested, never assumed
EHRFiled for review & signature
CHART CLOSED 4:02 PM · PHYSICIAN SIGNS EVERYTHING · FLAGGED GAPS, NOT FILLED GAPS
  • Structured, in the clinic's own format

    Not a transcript — a proper note: history, examination, assessment, plan, in the exact structure the practice already uses and auditors expect.

  • Strict boundaries on what AI may do

    The engine documents what was said. It never infers a diagnosis, never fills a silence with a guess. Anything ambiguous is flagged for the physician, not resolved by the machine.

  • Coding suggested at the source

    Billing codes are proposed from the encounter itself, with the supporting language highlighted — cleaner claims, fewer bounce-backs, no end-of-month archaeology.

  • The physician stays the author

    Review, edit, sign. The engine drafts; the doctor decides. Adoption followed trust, and trust followed that rule.

Results & Business Impact

Charts closed by five. Kitchens returned to dinner.

  • Documentation time collapsed

    From ~36 minutes per visit toward single digits of physician attention — review and signature instead of authorship from scratch.

  • Same-day closure became the norm

    Charts are complete while the visit is still fresh — better records, faster billing, cleaner audits.

  • Details stopped disappearing

    The record now contains what was actually said in the room, captured at the moment — not what survived until Thursday night.

  • The clinic kept its physicians

    The recruitment pitch changed: “your notes are done when your patients are.” In this market, that sentence closes candidates.

From paperwork medicine back to medicine.

Nobody went to medical school to type. The record still gets written — more completely than before — but writing it is no longer the physician’s second shift. That’s the pattern across every documentation-heavy profession we automate: the work was never the thinking. It was the typing.

ZeroDetails lost
Same-dayChart closure
~2 hrsReturned per physician/day

What we didn't solve

Every note is physician-signed before it enters the record. The system drafts and structures; it does not close a chart, and nothing reaches the patient record without a clinician reading it first.

Does your team's real work end when the typing begins?

Tell us where the documentation hours go. We'll show you what capturing work at the source would return.

Book a discovery call

Want results like these?

Tell us where your team is losing hours. We'll show you exactly what automation can do about it — and what it's worth, before you spend a dollar.

30 minutes · No pitch deck · An honest first read

Case study: doctor notes into permanent patient records