Stable-OS — Enterprise Equine Locomotion & Stall Intelligence

The barn never sleeps. Now it thinks.

Stable-OS is the operating system for high-performance equine operations. It couples markerless smartphone computer vision (60–120 FPS) for locomotion screening during training with continuous non-contact edge-vision (PoE 4MP RGB-IR) and multi-pollutant environmental sensor pods (ammonia, PM2.5, PM10, temp, humidity, CO2) inside the barn. The platform protects athletic longevity and operational margins without incurring veterinary malpractice liability by framing all AI outputs as early-warning triage triggers requiring veterinary confirmation.

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The Problem: Two High-Cost Blindspots

High-performance equine operations face over $15,000 in annual losses per stall from two primary vulnerabilities:

1. Subclinical Musculoskeletal Breakdown: Minor gait asymmetries emerge 2 to 6 weeks before catastrophic bone or tendon failure. A mere 0.1 m/s velocity drop increases injury risk by 18%, and a 10cm stride shortening increases injury odds by 11%. Subjective human visual inspection has notoriously high inter-observer variability.
2. Acute Gastrointestinal Crisis (Colic): Colic is the leading non-traumatic killer of horses. Behavioral precursors (feeding velocity suppression, prolonged resting, flank gazing) precede cardiovascular decompensation by 4 to 8 hours. Delaying hospital referral past 12 hours drives mortality above 50%.
3. The Wearable Failure Trap: Wearable straps and chest vests fail 100% of the time in barns due to chewing, rolling, skin rubbing, pressure necrosis, and battery degradation.

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The Solution: Unified Non-Contact Intelligence

Stable-OS eliminates blindspots through a zero-wearable, non-contact architecture:

• Smartphone Locomotion Screening: Trainers record a 15–30 second trot-up video on standard smartphones. High-frequency computer vision extracts sub-millimeter head and pelvic vertical displacement, stride frequency, and bilateral symmetry metrics.
• 24/7 Ambient Stall Intelligence: Overhead PoE edge-vision cameras track posture and feeding patterns, while environmental sensor pods continuously monitor air quality.
• Veterinary Ground-Truth Moat: Seamlessly connects diagnostic analgesia (nerve/joint blocks), PET/MRI scans, and BAL cytology directly to kinematic records.

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Key Capabilities

• Markerless Kinematic Analysis: Sub-2.2mm mean absolute error (MAE) straight-line accuracy compared to 200Hz optical motion capture.
• Objective AAEP Lameness Scoring: Quantifies gait asymmetry into 0–5 AAEP lameness grades with confidence scores and explicit kinematic evidence.
• 4–8 Hour Colic Early Warning: Flags feeding velocity drops and flank gazing hours before acute distress.
• Bioacoustic Cough & Air Quality Alerting: Detects ammonia spikes (>10 ppm impairs mucociliary clearance) and PM2.5 surges (drives deep-airway neutrophilia).
• Foaling Alert Engine: Detects explosive lateral recumbency and Stage-II labor indicators, protecting mare and foal survival.
• Longitudinal Equine Digital Twin: Aggregates training kinematics, stall telemetry, and veterinary history into an audit-ready asset profile.

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Target Audience & Use Cases

• Thoroughbred & Standardbred Racing: Protect multi-million dollar racing assets, maintain HISA regulatory compliance, and identify micro-lameness before morning gallops.
• Elite FEI Sport Horses: Safeguard resale value and soundness across show jumping, dressage, and eventing careers.
• Commercial Breeding Studs: Autonomous 24/7 foaling night-watch protecting $500–$1,500/mare/season live-foal investments.
• Equine Referral Hospitals & Rehab Centers: Non-invasive 24/7 ICU post-op colic recovery and orthopedic rehabilitation tracking.

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Why Stable-OS

• Zero Wearables: Completely non-contact. No sensors for horses to dislodge, chew, or roll on.
• Clinical Triage, Not Autonomous Diagnosis: Built strictly as a triage trigger that empowers attending veterinarians while eliminating liability.
• High-Velocity ROI: Catching a single subclinical condylar stress reaction or resolving colic within the 4-hour window pays for years of operation.