RiseLab Core — AI Rehabilitation Engine
AI-Powered Rehabilitation Engine

Personalized Recovery.
Evidence-Based. Adaptive.

Every exercise passes 6 layers of clinical validation. The engine adapts in real-time to patient feedback, flare-ups, and recovery trajectory.

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Exercises
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BRE Rules
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Tests
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Progression Trees

6-Layer Decision Pipeline

Every exercise candidate passes through 6 sequential layers before reaching the patient. One failure at any layer blocks the exercise.

Flare Response Protocol

When pain spikes, the engine automatically reduces volume, regresses exercises along the progression graph, and returns to protective patterns.

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Maria Ivanova, 45
M54.5 Acute Lumbago | Subacute Phase

7 Feedback Subsystems

Each session generates data that flows back into the engine, adjusting the next session automatically.

Not AI Guessing — Explicit Logic a Doctor Can Verify

Global platforms proved the model. We built it right — transparent, deterministic, and designed for trust.

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Full Explainability

Every exercise recommendation traces back to specific rules and clinical sources. Doctors see why, not just what.

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Deterministic Output

Same patient data always produces the same plan. No hallucinations, no drift — reproducible and auditable.

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Safety-First Architecture

7-dimension tissue tolerance filter + 191 evidence-based rules block unsafe exercises before they reach the patient.

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Non-Linear Scaling

Rule engine serves the 10,000th patient with the same speed and quality as the 1st. Precedent: Hinge Health grew users +47% with zero clinical team expansion.

Doctor Override

Clinicians can override any recommendation. When uncertain, the engine defaults to conservative mode — primum non nocere.

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Modular Expansion

New conditions are added by expanding the rule base, not rebuilding the engine. Starting with LBP — the #1 cause of disability worldwide.

$5.1B
Global digital MSK market 2025, CAGR 17-20%
81%
Completion rate in digital rehab vs 30-50% traditional
67%
Pain-free outcomes in validated platforms
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Commercial digital MSK platforms in Russia today

Engine at a Glance

Independent Clinical Assessment
B+ (81/100)
Blind examiner evaluation across 5 rehabilitation phases

See It in Action

Explore the full interactive demo with 8 patient profiles, clinical tests, and AI-driven exercise programs.

Launch Interactive Demo
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