New grad PTs lack explicit training in clinical reasoning, leaving them unable to adapt evidence-based knowledge to real patients who don't follow textbook patterns.
Existing pathways (school, residency, fellowship, OCS) teach knowledge and techniques but don't explicitly develop the clinical reasoning layer—how to adapt evidence to individual patients. High-cost Instagram mentorships exploit this gap without solving it.
Implied Software Gaps
- Automated clinical reasoning development tool that replaces reliance on luck of mentor quality or expensive credentialing paths
ReasoningLayer
An app that provides structured, mentored clinical reasoning exercises for physical therapists. Users work through real patient scenarios with guided prompts, receive feedback from experienced clinicians, and track their reasoning development over time—filling the gap between knowledge and application.
- Guided clinical reasoning exercises with patient scenarios
- Expert feedback loop from experienced clinicians
- Progress tracking across reasoning competencies
- Community case discussions moderated by mentors
Existing Solutions Mentioned
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