Case Study — Beta Deployment

Tested on the floor.
Not in a boardroom.

Esoteric Sync was beta-tested inside a live skilled nursing facility — on real admissions, real falls, real skin findings — by a working floor nurse, during her actual shifts. These are the numbers it produced.

Setting
150+ bed skilled nursing facility
Sample
100+ real clinical events, timed
Standard
Verified against PointClickCare
The Problem on This Floor

Documentation debt was compounding daily.

The picture inside this building is the picture inside almost every building: nurses carrying 20–40 residents a shift, admissions landing mid-medpass, and assessments getting pushed to "after report" — which means overtime, or it means they don't get done.

Before the beta, the unit manager was sitting on a backlog of 30 missing assessments — documentation owed on care that had already been delivered. Every one of those open items is unbillable acuity, survey exposure, and reimbursement at risk.

The beta question was simple: if a floor nurse voice-dumps the clinical event and Sync structures it, how much of this disappears?

The Results

What 100+ timed clinical events showed.

Backlog Cleared
76%

End-of-shift documentation backlog slashed. The unit manager's unfinished-assessment count dropped from 30 missing assessments to 7 during the beta window.

Dayshift · live facility conditions
Staff Cost Saved
$1,000OT

Shift overtime costs cut by streamlining charting workflows — nurses clocking out on time instead of staying late to close notes.

Dayshift · single unit
Nurse Control
100%

Every note reviewed and approved by the nurse before it touched the record. Nothing invented, nothing auto-filed. Unconfirmed values flagged for the nurse — never fabricated.

No-fabrication rule · every event
Completion times, by document type
Timed on the floor · dayshift
Full AdmissionComplete admission documentation, structured to PointClickCare standards
15MIN
Daily Skilled ChartingSkilled progress note, every shift, every skilled resident
6MIN
Fall AssessmentPost-fall documentation packet, incident through notification
23MIN

Every missing assessment is money already spent and never billed.

Undocumented care doesn't just create survey exposure — it quietly erodes reimbursement on care your staff already delivered. A backlog of 30 open assessments isn't a paperwork problem. It's a P&L problem sitting on your unit manager's desk.

Sync attacks it at the source: the note gets written the moment the clinical event happens — in the nurse's own words, on the nurse's own shift — instead of piling up as documentation debt.

Backlog, before → after
30 → 7
Open assessments on the unit manager's list during the beta window.
Admission, start to done
15 min
Full admission documentation completed by the floor nurse, mid-shift, without staying over.
How It Was Tested

Real shifts. Real events. A stopwatch.

01 — Live conditions

No simulation lab.

Every event was a real clinical event on a live unit — admissions, falls, skin findings — documented during the shift they occurred, under real interruptions and real patient loads.

02 — Timed, not estimated

Stopwatch data, per event.

Each document type was timed from start of voice input to nurse-approved, EHR-ready output — across 100+ events, so the numbers reflect a pattern, not a lucky run.

03 — Verified output

Held to the PCC standard.

Output was verified against PointClickCare's own assessment structures — the documentation standard your surveyors and your reimbursement already run on.

See these numbers run on your own facility's workflow.

A 20-minute walkthrough with our founder — a working SNF floor nurse. Bring your admission packet, your backlog count, your hardest shift. We'll show you what it looks like cleared.

HIPAA-conscious by design · Nurse-controlled, always