Clinical Documentation

How to Pilot an AI Scribe in a Small Practice

By Skriber Editorial TeamUpdated 11/9/2026

Start with fictional encounters, measure the complete documentation workflow, and use clear criteria to decide whether to expand, adjust or stop an AI scribe pilot.

A useful AI scribe pilot answers a practical question: can this practice use the tool consistently, with acceptable note quality and less documentation work after clinician review? A polished demonstration cannot answer that for your team. You need a defined workflow, a fair comparison and someone responsible for the decision.

Start small. Choose a limited set of encounter types, rehearse with entirely fictional cases and agree on the conditions for moving into approved clinical use. Measure the complete path to a finished chart, including corrections and transfer into the EHR.

The two-week schedule below is a recommended starting framework, not a validated testing protocol or a promise of results. Extend it when approvals, training or the number of eligible encounters requires more time.

Write a one-page pilot plan

Define what you want to learn. A useful question is whether a particular clinician can complete a defined type of visit note with acceptable quality and less total documentation effort. If you are still choosing a tool, use our AI scribe comparison to identify candidates, then verify current vendor details before evaluating one.

  • Owner: Name the person coordinating setup, measurement and the final recommendation.
  • Participants: Identify the clinicians taking part and who handles operational questions.
  • Included encounters: Choose familiar visit types with a reasonably consistent documentation workflow.
  • Exclusions: List situations the practice has not approved, including unsupported workflows or circumstances where recording is inappropriate.
  • Review and transfer: Identify who reviews each draft and how approved text reaches the correct EHR encounter.
  • Decision date: Schedule a meeting to expand, extend, change or stop the pilot.

One person may hold several roles in a small practice. Make those responsibilities explicit anyway. Staff should know who can resolve an access problem and whether a difficult encounter belongs in the pilot.

Complete privacy and account checks first

Keep initial testing entirely fictional. Write scenarios from scratch rather than modifying actual charts, patient recordings or messages. Do not upload patient information while the practice is still deciding whether the tool and workflow are approved.

For HIPAA-covered practices, a vendor's security description does not complete the practice's compliance work. HHS explains that using a cloud service to process electronic protected health information requires an appropriate business associate agreement and compliance with the HIPAA Rules, including risk analysis and risk management. Review the HHS cloud-computing guidance with your privacy or compliance adviser.

Before considering real encounters, resolve these questions:

  • Has the practice approved the vendor, applicable agreement and intended use?
  • Which staff members, devices and networks may access the service?
  • What happens to recordings, generated notes and exported files?
  • What recording notice or consent is required for the jurisdiction, setting and participants?
  • How will staff report suspected privacy problems or incorrect transfers?
  • What is the fallback when the tool is unavailable or recording is declined?

Skriber's security and BAA guide points to its current Trust Center and platform terms. Review those materials for your organization rather than treating this article as approval to use patient data.

Check settings rather than assuming defaults. Skriber's retention guide explains that 30-day deletion is optional. Retention settings, subscription cancellation and account deletion are separate actions.

Recording consent is a separate consideration. Follow applicable law and practice policy, including how consent is obtained and documented. If recording is declined or prohibited, use the approved alternative. Skriber's consent guidance provides a starting point, not a jurisdiction-specific legal determination.

Measure the existing workflow

Define measurement rules before starting and use the same rules during the comparison period. Record the clinician and encounter category. Avoid comparing one clinician's simplest follow-ups with another clinician's complex new-patient visits.

Track active documentation work during encounters, between patients and after clinic. Record waiting time separately so a processing delay is not confused with editing time.

  • Total active documentation time: Include drafting or dictation, review, corrections, text transfer and final EHR checks.
  • Completion: Record whether the note was finished within the practice's chosen timeframe.
  • Corrections: Distinguish factual corrections and missing content from wording or layout preferences.
  • Workflow failures: Count interrupted recordings, unavailable drafts, transfer problems and fallback use.
  • Staff experience: Ask what required extra attention and whether the process was manageable during clinic.

Use an approved log without copying patient details into a general-purpose spreadsheet. Keep setup and training time visible but separate from repeat-use documentation time. Include every attempted pilot encounter, even when staff abandon the tool and finish the note another way.

Follow an example two-week schedule

Days 1 and 2: establish the baseline

Confirm responsibilities, measurement definitions and approval status. Measure the existing process for selected encounter types. If two days do not provide a reasonable comparison sample, continue the baseline rather than rushing to meet the calendar.

Decide what improvement would justify the cost and effort. Keep quality and privacy requirements separate from the time target so faster documentation cannot cancel out a serious concern.

Days 3 and 4: rehearse with fictional encounters

Use clearly labeled fictional scenarios, including an ordinary encounter and a conversation with multiple topics or a correction spoken aloud. Work through recording or dictation, draft review and the intended transfer process.

Practice the handoff in an approved EHR training environment or other practice-approved test workflow. Never place fictional notes in a real patient's chart. Confirm that staff can identify the destination, preserve necessary structure and recover from a failed step.

This stage checks whether the team understands the workflow. It does not establish clinical performance. Resolve recurring setup problems before advancing. If broader EHR requirements remain unsettled, address them separately using our EHR evaluation checklist.

Days 5 through 9: run a limited approved pilot

Proceed with real encounters only after practice approvals and the required consent process are complete. Otherwise, continue fictional rehearsal. Stay within the agreed encounter types and keep normal documentation methods available.

Every generated clinical note requires clinician review. Skriber's feature overview describes review followed by copying a note or section, downloading a PDF, or using EHR Sync when available and configured for the account. Do not build the pilot around an unconfirmed integration.

Hold a short daily check-in. Record problems, owners and changes. Avoid changing templates, devices and procedures simultaneously, which makes it difficult to explain why the next session went differently.

Day 10: review the evidence

Compare similar encounters and individual clinicians' results before combining them. Summarize typical documentation time, the range of observations, correction patterns, failed attempts and staff feedback. State the sample size and comparison limits.

A small pilot can reveal operational problems but cannot establish suitability for every clinician, specialty or patient population. If evidence is thin or mixed, extend a defined part of the pilot.

Make quality review repeatable

Keep an additional quality sample separate from the clinician's required review of every note. Choose the sampling rule before starting, cover each participating clinician and encounter type, and include failed or difficult attempts. Do not select only the cleanest examples.

Use consistent categories: omitted information, unsupported additions, incorrect attribution, changes to clinical meaning and transfer problems. Record significance without circulating patient content outside approved systems. A serious concern warrants review even if most notes needed only minor edits.

Measure the final EHR result as well as the draft. Skriber's copy and download guide instructs users to review before export, confirm the patient and encounter in the EHR, and check formatting and clinical content before signing. Include that work in your measurements.

Complete a simple adoption scorecard

For each criterion, record the target before starting, the observed result, the responsible owner and a decision. Leave results blank until measured. The entries below illustrate how to structure your scorecard:

  • Documentation time: Target: the practice's chosen improvement over baseline. Result: measured time including review and transfer. Owner: pilot lead. Decision: met, not met or insufficient evidence.
  • Note quality: Target: predefined acceptable correction burden with no unresolved significant concerns. Result: correction categories and quality-sample findings. Owner: clinical lead. Decision: acceptable, revise or pause.
  • Privacy and recording: Target: approvals complete and required procedures followed. Result: documented checks and any exceptions. Owner: privacy lead. Decision: approved or hold.
  • EHR handoff: Target: correct destination and verified final content. Result: transfer failures and corrective work. Owner: workflow lead. Decision: ready or retest.
  • Staff adoption: Target: participants can follow the process and fallback independently. Result: training needs and observed difficulties. Owner: practice manager. Decision: expand or provide support.

Do not average these into a score that hides a failed privacy or safety requirement. Expand gradually only when required checks pass and measured benefit justifies adoption. Extend when a specific issue has a plausible fix, naming the change and next review date.

Pause the affected workflow for suspected privacy incidents, wrong-patient transfers, significant recurring errors or an inability to maintain required review. Follow practice incident and record-correction procedures. If stopping, address access, required record retention and subscription commitments through approved processes.

Begin a measured evaluation

Review Skriber's visit-to-note workflow, check current trial and plan details, and start a trial with a fictional encounter. Use what you learn to finish your pilot plan before introducing patient information.

This guide provides general educational planning information, not medical or legal advice. It does not replace clinician judgment, organizational approval or advice about your practice's obligations.