Practice Owners / Ops

Make AI measurable: documentation effort, acceptance rates, and safety triggers

A workflow-first platform that produces clinician-reviewed drafts and instrumentation you can turn into case studies (not vibes).

Try the demo Open Clinical Copilot See how it works →

Pilot intro

We’ll share a pilot plan, integration posture, and the fastest path to measurable time-saved.

Request Pilot Intro

Artifact previewStatus scoped per artifact

Operations visibility

Make AI adoption measurable with acceptance, latency, and QA signals.

Step 01

Pilot

Single workflow

Step 02

Measure

Acceptance + edits

Step 03

Safety checks

Step 04

Scale

Pack rollout

Ops dashboard

Requires integration

Documentation effort + acceptance

QA log

Prototype

Edits + safety events

Scorecard

Prototype

Before/after metrics

weekly Impact visibility

audited quality controls

Operational snapshot

Pick one workflow

Select a single lane to measure pilot ROI and reliability.

Instrument acceptance

Track edits, adoption, and safety triggers.

QA cadence

Weekly review with clinician champions.

Scale with packs

Expand only after proven outcomes.

Ops dashboard

Documentation effort + acceptance by provider.

Requires integration

QA review log

Edits, variances, and safety events.

review

Pilot scorecard

Before/after metrics to decide scale.

Prototype

Operating model

Start with one workflow and measure it.

Clinician review gate with acceptance + edits tracked.

Instrumentation: latency, cost per encounter, safety trigger rate.

Templates + rollout with weekly clinician champion review.

Expand packs only after the first workflow is proven.

Impact + modules

Impact

Weekly

Pilot impact visibility

Draft acceptance + documentation-effort proxy tracked by provider.

Impact

Audited

Quality controls

Clinician edits + safety triggers captured.

Impact

Pack-based

Scale readiness

Expand modules only after proof.

Workflow packs

Urgent care, primary care, psych, and specialty packs.

Telemetry

Latency, cost per encounter, acceptance rates.

Compliance posture

Clinician review + guardrails baked in.

Change management

Templates, playbooks, and training flows.

Artifacts + rollout

Ops dashboard

Documentation effort, acceptance, and edit variance by team.

QA review log

Structured audit trails for each draft.

Pilot scorecard

Before/after metrics to decide expansion.

Week 1: Workflow selection

Pick the highest-priority lane and define pilot success metrics.

Week 2: Pilot

Limited providers, daily feedback loops.

Week 3: Expand

Roll out to more clinicians; add second workflow.

Week 4: Operationalize

Staff training + continuous QA cadence.

Try it

Dr. Vita Scribe

Live

Start here for clinician buyers. Dr. Vita Scribe is the primary clinician documentation surface: browser-based, no-install ambient visit -> speaker separation -> SOAP note + referral letter, using sample encounters, Canada / PHIPA deployment-review planning, and clinician approval before use.

ER Admin Cockpit

Live

Start here for operator buyers. ER Admin Cockpit is the operations demo lane inside ER Admin OS for sample-data coverage, staffing, compliance, and action loops. Authenticated workspace access is separate.

Voice Intake Demo

Live

Guided voice intake → clinician review packet

Clinical Copilot overview

Prototype

Clinical Copilot is the clinical review product surface after a clinical draft or operations signal: evidence notes, missing information, approval checklist, audit trail, and clinician approval controls.

Review workspace demo

Prototype

Open a sample draft review workspace after the overview.

Radiology Workbench

Prototype

Study image intake → structured findings

Psychiatry Demo

Prototype

Consult + screening workflow

Personality & Screening

Prototype

Entry point into screening

Request pilot intro →

Pack snapshot

Workflow spine

Operational visibility for adoption, quality, and safety across workflow packs.

1
Pick one workflow
Select a single lane to measure pilot ROI and reliability.
2
Instrument acceptance
Track edits, adoption, and safety triggers.
3
QA cadence
Weekly review with clinician champions.
4
Scale with packs
Expand only after proven outcomes.

Acceptance rateDocumentation effortSafety trigger visibility

Artifacts

Ops dashboard

Requires integration

Documentation effort + acceptance by provider.

QA review log

Prototype

Edits, variances, and safety events.

Pilot scorecard

Prototype

Before/after metrics to decide scale.

Operating model

1) Start with one workflow: Pick one lane (urgent care intake, inbox autopilot, results manager) and measure it.
2) Clinician review gate: Drafts are reviewed/edited before use; track acceptance + edits.
3) Instrumentation: Latency, cost per encounter, safety trigger rate, and time-to-note.
4) Templates + rollout: Tailor to site preferences and iterate weekly with a clinician champion.
5) Expand packs: Add adjacent modules only after the first is proven.

What you can measure

Documentation effort

minutes/visit

Proxy by note generation time + edit time delta.

Acceptance rate

% accepted

How often drafts are accepted vs rewritten.

Safety triggers

safety

Red-flag rate + review false positives.

Cost + latency

$/encounter

End-to-end latency and model cost per encounter.

Impact

Weekly

Pilot impact visibility

Draft acceptance + documentation-effort proxy tracked by provider.

Impact

Audited

Quality controls

Clinician edits + safety triggers captured.

Impact

Pack-based

Scale readiness

Expand modules only after proof.

Module stack

Workflow packs

Urgent care, primary care, psych, and specialty packs.

Telemetry

Latency, cost per encounter, acceptance rates.

Compliance posture

Clinician review + guardrails baked in.

Change management

Templates, playbooks, and training flows.

Artifacts for operators

Ops dashboard

Documentation effort, acceptance, and edit variance by team.

QA review log

Structured audit trails for each draft.

Pilot scorecard

Before/after metrics to decide expansion.

Implementation plan

1
Week 1: Workflow selection
Pick the highest-priority lane and define pilot success metrics.
2
Week 2: Pilot
Limited providers, daily feedback loops.
3
Week 3: Expand
Roll out to more clinicians; add second workflow.
4
Week 4: Operationalize
Staff training + continuous QA cadence.