Identify if simple movement can relieve your low back pain in under 5 minutes. Guided, expert-backed self-assessment for busy professionals.
Discover whether your symptoms display a "directional preference" that responds to immediate self-care.
Translating evidence-based mechanical assessment into a simple, 3-step digital interface.
Brief subjective screening to filter out non-mechanical issues and safety red flags before testing.
Self-administer simple movement checks to observe how your symptoms respond and centralize.
Receive immediate directional exercise guidance or connect with specialized clinical care.
Educational information only. This tool does not diagnose a condition or replace professional medical care.
Bypassing specialist waitlists with asynchronous, autonomous orthopedic guidance.
Instant D2C self-assessment tool for desk-bound professionals to validate movement patterns and directional preference response.
Asynchronous clinical decision support system pairing Task-Oriented Dialogue agents with credentialed physical therapists.
Two-sided digital ecosystem linking validated autonomous triage engines directly with specialized MDT clinical networks.
Sentioric utilizes a proprietary Hierarchical HyperGraph (HHG) reasoning and memory layer. By grounding multi-agent dialogue engines in deterministic clinical logic, we eliminate LLM hallucinations while enforcing strict domain policies and safety guardrails.
| Traditional Healthcare Journey | The Sentioric Platform |
|---|---|
| Delayed Access: 10-14 day wait times for specialist evaluations. | Immediate Triage: Clinical-grade mechanical screening in < 5 minutes. |
| High Costs: Expensive co-pays, unneeded MRIs, and generic care. | Targeted Guidance: Free initial screening focused on movement response. |
| Generic Plans: Generalized exercise sheets that ignore root cause. | Dynamic Logic: Exercises adapted based on real-time symptom centralization. |
Understanding mechanical back pain, directional preference, and self-management.
A directional preference occurs when repeated movements or sustained postures in one specific direction (such as lumbar extension/backward bending) cause symptoms to decrease, abolish, or move closer to the center of the spine. Identifying this pattern allows individuals to target the specific movement that triggers rapid recovery.
Centralization is the phenomenon where pain originating in the lower back and radiating down into the buttocks, thigh, or leg retreats back toward the spine's midline during specific mechanical movements. Extensive clinical literature demonstrates that centralization is a strong positive indicator for successful conservative self-management.
A quality mechanical assessment does not rely on static imaging alone. Instead, it measures baseline range of motion, pain location, and intensity before and immediately after repeated end-range movement checks. Observing whether spinal mobility improves or pain location shifts provides immediate signal on whether an extension or flexion strategy is appropriate.
No. Sentioric delivers educational self-screening driven by deterministic mechanical logic. It helps users observe movement-based symptom responses to determine extension responsiveness. It does not replace independent clinical evaluations by a licensed healthcare professional.
Multi-disciplinary team spanning physical therapy, theoretical physics, and clinical AI.
Licensed Doctor of Physical Therapy experienced providing conservative spine and orthopedic care in clinic and hybrid settings. Leading clinical operations, strategy, and SME software alignment.
LinkedIn Verified →
Theoretical physicist, deep-tech entrepreneur, and former CSO & Co-Founder at Creyon Bio ($65M+ VC raised, $1B+ enterprise deals).
LinkedIn Verified →
Google PhD Fellow at IIT Delhi specializing in Task-Oriented Dialogue systems and clinical history taking (Creator of MediTOD dataset).
LinkedIn Verified →
Spine care leader with 26+ years experience; CEO Atlas Health Group, Inaugural Distinguished Fellow of NASS, former NASS Exercise Chair.
LinkedIn Verified →