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Dev.to / 6/17/2026

💬 OpinionDeveloper Stack & InfrastructureSignals & Early TrendsTools & Practical Usage

Key Points

  • The article describes an AI-assisted workflow that turns session details into structured SOAP notes and billing-ready CPT codes to reduce manual EHR work.
  • It emphasizes the core principle of “seamless data flow,” meaning AI output should align to the EHR’s field mapping so information can be imported with minimal friction.
  • A mini-scenario illustrates how the approach helps independent PTs avoid the post-visit scramble of dictation, transcription, and code lookups.
  • The implementation outlines high-level setup and workflow steps, including capturing subjective and goal-related content, generating assessment/plan sections, and checking for common pitfalls.
  • The piece highlights time-savings and “quick wins,” using examples of note + code outputs for systems such as TheraOffice and WebPT to show practical benefits.

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