Student Capability Guide

Real Features & Daily College Use Cases

Every tool inside PhysioPilot is built for the real undergraduate physiotherapy experience: from dissecting joint kinematics in 1st/2nd year, to writing 10-mark university exam blueprints, to examining patients during clinical ward postings.

Protected Clinical Reasoning Engine Closed Beta Exclusive

To protect proprietary medical models and prevent curriculum scraping, full clinical reasoning trajectories, 10-marker scoring rubrics, and examiner traps are unlocked exclusively within our verified student APK builds.

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AVAILABLE NOW Retention Engine

SuperMemo-2 (SM-2) Spaced Repetition

Underlying Technology: Spaced Repetition Algorithm (FSRS / SM-2 Formulation)

User Benefit: Mathematically schedules review intervals based on student recall speed (Again, Hard, Good, Easy), preventing cram-forget cycles across 4 years of clinical theory.

Limitation: Spaced repetition schedules are stored locally in the application's private SQLite database (MODE_PRIVATE). Review histories do not sync across multiple Android devices until optional cloud backup is implemented.

AVAILABLE NOW Study Workflow

10-Minute Priority Interleaved Session

Underlying Technology: Adaptive Interleaved Review Queue

User Benefit: Solves student fatigue by generating a time-boxed 10-minute queue dynamically combining due flashcards with high-error mistake cards.

Limitation: Priority sessions are capped at 10 minutes to maintain active cognitive engagement; students wanting extended cram sessions can trigger Pre-Exam Cram mode.

AVAILABLE NOW Exam Intelligence

3,656+ University PYQs (311 Papers) & 4,952 MCQs

Underlying Technology: Multi-University Question Database

User Benefit: 3,656 verbatim question occurrences across 311 authentic university papers from WBUHS, NTRUHS, and KNRUHS (3,173 unique question stems, 3,258 mapped syllabus concepts). Includes 4,952 practice MCQs.

Limitation: 1,026 seed questions active immediately; 3,822 newly ingested package MCQs are cataloged under institutional clinical review governance (Rule 02) pending clinician sign-off.

AVAILABLE NOW Clinical Skills

59 Physical Special Tests (44 Diagrams, 59 Videos)

Underlying Technology: Physical Examination Database (Magee 6th Ed Grounded)

User Benefit: 59 physical test protocols (Patient position, Therapist stance, Mobilization forces, Sensitivity/Specificity ratings, Common Viva Pitfalls, and 100% verified academic video demonstrations). 44 tests include custom vector illustrations.

Limitation: Video demonstrations stream via external YouTube links and require internet connectivity; complete diagnostic criteria, starting stances, and examiner pitfalls work 100% offline.

AVAILABLE NOW Core Foundations

50 Biomechanics Concept Modules & 168 Assessment Questions

Underlying Technology: Biomechanical Concept Tutor Engine (Levangie & Norkin Grounded)

User Benefit: 50 structured concept tutor modules with 10 pedagogical components across 6 foundation chapters (Joint Structure, Principles, Bone & Cartilage, Muscle Mechanics, Shoulder, Elbow). Accompanied by 168 diagnostic assessment questions with distractor rationales.

Limitation: Upper extremity and foundation chapters complete; hip, knee, and ankle/foot chapters are in clinical curriculum staging.

AVAILABLE NOW Bedside Diagnosis

19 Registered Clinical Condition Slices

Underlying Technology: Clinical Slice Registry & ICF Trajectory Models

User Benefit: 19 comprehensive clinical slices covering 29 master conditions and 72 clinical cases (Lumbar PIVD, MCA Stroke, Parkinson's, ACL Reconstruction, COPD, TKA, etc.) with ICF diagnostic trajectories and OSCE rubrics.

Limitation: Educational reference models only; must not be used as clinical diagnostic systems on live hospital patients without senior medical supervision.

AVAILABLE NOW Assisted Learning

Socratic PhysioAI Clinical Reasoning Assistant

Underlying Technology: Curriculum-Grounded Socratic Assistant (Direct Gemini API)

User Benefit: Connects to Google's official Gemini endpoint for Socratic viva drilling using the student's locally encrypted API key.

Limitation: Requires student to input their own free Google AI Studio key and have network access. Falls back to pre-compiled local clinical pearls in Room DB when offline.

AVAILABLE NOW Remediation

Automated Mistake Bank

Underlying Technology: Room SQLite Mistake Bank & Weak-Area Tracking

User Benefit: Captures failed MCQs and missed viva prompts, ranking them by error count and linking directly to high-yield theory blueprints.

Limitation: Error histories clear if the student resets app data locally without an exported backup.

IN ACTIVE PILOT / STAGING Verification

30-Student Controlled Beta Pilot

Governance Standard: Institutional Field Validation Protocol (Kolkata Cohort)

User Benefit: Rigorous field validation with 30 BPT undergraduate candidates in Kolkata assessing offline performance in hospital postings.

Limitation: Pilot is restricted to enrolled cohort students during the pre-commercial stabilization window.

IN ACTIVE PILOT / STAGING Visual QA

Batch 2 Lower Limb Anatomical Illustrations

Verification Standard: Medical Visual Anatomy Verification Gate

User Benefit: Verified muscle plates for Quadriceps and Hamstrings groups evaluated against Gray's Anatomy & Moore.

Limitation: All visual assets must pass automated OCR and medical verification gates before integration into production drawables.

PLANNED ON ROADMAP Cloud Sync

Cloud Student Profile & Cross-Device Sync

Roadmap Phase: Encrypted Cross-Device State Sync (Phase 3)

User Benefit: Optional cloud backup enabling students to seamlessly continue review intervals between Android phone and tablet.

Limitation: In architectural planning; will require opt-in student authentication via Google Cloud Firebase Auth without storing sensitive health data.

PLANNED ON ROADMAP Institutional

Institutional Faculty Analytics Dashboard

Roadmap Phase: Institutional Cohort Analytics Engine (Phase 4)

User Benefit: Allows BPT college faculties to monitor aggregated student cohort weak spots across curriculum topics to direct practical teaching.

Limitation: B2B enterprise feature planned for late 2027 following completion of the direct-to-student beta cohorts.