Join the beta — full access for the first 1,000 builders

Health, Wellness, and BeautyPatient Compliance & Behavior Management4HighTherapist$ implied

Insurance company denies medically necessary therapy visits for patients who still cannot perform basic daily activities, requiring extensive justification to appeal.

Existing documentation tools don't capture the full picture of patient safety for daily activities, forcing therapists to write lengthy justifications outside the standard forms.

Severity

4High

Willingness to Pay

implied

Added

Apr 28, 2026

Workarounds Described

writes extra long reports to justify why patients are not safe to go home
submits separate weekly functional status form outside standard one

Implied Software Gaps

Clinical documentation tool that auto-generates insurance appeal letters based on patient functional deficits and safety risks

App Concept

TheraJustify

TheraJustify is an AI-powered clinical documentation assistant that automatically generates comprehensive, insurance-compliant justifications for continued therapy visits. It integrates with existing EMR systems, uses patient mobility data to highlight safety risks, and produces appeal-ready reports with one click, saving therapists hours of manual writing.

Key Features

Auto-generates insurance appeal letters with patient-specific functional deficits
Integrates with common EMR platforms to pull standard forms and progress notes
Uses AI to flag missing safety criteria like fall risk, transfer assistance, and caregiver availability
Includes a library of insurance-specific justification templates for common denials (UHC, Medicare, etc.)

Target Users: Physical, occupational, and speech therapists in skilled nursing facilities, outpatient clinics, and home health agencies dealing with frequent insurance denials.

Revenue Model: $49/month per therapist subscription, with a $199/month clinic plan for up to 5 therapists

Existing Solutions Mentioned

standard weekly functional status formextra long reports

Want to go deeper?

Sign up to save ideas, run AI analysis, and track opportunities in your personal workspace. Founding members get full access.

Join Beta

Solutions (0)

Discussion (0)

No comments yet