Sensifai B-MVE Cloud — Bovine Mobility Vision Engine

Autonomous, vision-guided bovine mobility scoring and whole-herd health intelligence platform engineered for commercial dairy operations (500 to 10,000+ head). B-MVE Cloud connects directly with parlor exit-lane sensor gantries to transform raw multi-modal passage telemetry into longitudinal animal digital twins, deterministic intervention work orders, and verified clinical outcomes.

Decision support for livestock professionals — not a veterinary medical device. Edge models screen and triage; only chute-side clinical exams diagnose.

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The Silent Cost of Dairy Lameness

Lameness is the single most destructive hidden drain on dairy profitability, costing commercial operations upwards of $380 to $420 per clinical case in discarded milk, premature culling, impaired fertility, and veterinary interventions.

Traditional manual locomotion scoring fails modern herds:

• Infrequent & Subjective: Pen walkthroughs occur weekly or monthly at best, with high inter-observer variability.
• Late Detection: Visual scoring catches cows only after severe anatomical damage and irreversible milk drops have already occurred.
• No Follow-Through: Observations written on paper or whiteboards rarely integrate with hoof-trimming schedules or herd management systems.
• Alert Fatigue: Generic computer vision systems trigger false alarms on every awkward step, destroying workforce trust.

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Autonomous Triage from Parlor Exit to Healed Hoof

Sensifai B-MVE Cloud closes the clinical loop by turning every passage through the parlor exit lane into an objective, longitudinal health evaluation:

1. Longitudinal Per-Cow Baselines (No Population Drift)

No arbitrary herd-wide averages. B-MVE builds an individual rolling 14-day digital twin for every animal identified via ISO 11784/11785 RFID. Naturally arched or older cows are judged against their personal kinematic history, preventing baseline false positives.

2. Anti-Fatigue Confirmation Engine

Alert fatigue kills adoption. B-MVE alerts only on confirmed deviations: 2 out of 3 consecutive baseline breaches, instant critical flags on severe gait impairment (score >= 3.5), or radiometric thermal lesions (delta >= 2.5 °C with sound gait).

3. Deterministic 8-Question Operational Work Orders

Every alert is a structured work order answering eight operational questions deterministically from telemetry: What happened, Where, Which cow, Confidence, Telemetry evidence, Required action, Risk of inaction, and Assigned role.

4. Closed-Loop Trim Queue & Chute Exam Auditing

Herdsmen schedule and assign alerts directly to hoof trimmers. Trimmers record claw-level lesion types (digital dermatitis, sole ulcers, white line disease) and treatments chute-side. Every exam feeds real-time Positive Predictive Value (PPV > 88%) tracking and starts a 14-day recovery clock that automatically re-alerts if healing stalls.

5. Twelve Whole-Cow Health Intelligence Modules

Extends beyond mobility into complete herd health intelligence:

• Body Condition (BCS): 30-day baseline drops and nutritional drift monitoring.
• Fresh & Transition: Ketosis fat:protein inversion and milk fever triage.
• Udder Health: Quarter conductivity and somatic cell screening.
• Estrus & Reproduction: Standing heat detection and breeding windows.
• Calf Health: Respiratory disease (BRD) and scours early warning.
• Bunk Management & Heat Abatement: Slick-score intake tracking and panting-rate THI heat index alerts.
• Ocular Pinkeye (IBK): Epiphora, squinting, and corneal opacity detection.
• Sentinel Anomaly Layer: Unsupervised drift detection for unexplained health anomalies.

6. Seamless Herd Software Reconciliation (FMS Bridge)

No rip-and-replace. Ingests and reconciles CSV telemetry with DairyComp 305, DelPro, Uniform-Agri, AfiFarm, and PCDART by 15-digit EID with line-numbered error reporting and parlor attention-list exports.

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Key Capabilities

• High-Throughput Edge Ingest: Replay-safe, idempotent ingestion supporting up to 500 passage records per batch.
• Radiometric Thermal Differentials: Infrared coronary-band thermography pinpointing subclinical inflammation before physical lameness.
• Chute-Side PPV Validation: Real-time ground truth verification against veterinary exams.
• Idempotent Metering & Entitlements: Exactly one analyzed passage equals one billable unit; retries can never double-bill.
• Bilingual Interface: Fully localized operator console in English and Spanish.