✦ Bio-Telemetry & Machine Learning

Turning Raw Data Into
Predictive Empathy

Discover how Dotti AI, PAHI's proprietary intelligence engine, translates subtle micro-movements, physiological markers, and habit shifts into veterinary-guided, actionable insights.

Multi-Sensor Fusion

PAHI pairs high-frequency tri-axial accelerometers and inertial measurement units with ambient acoustic sensors and optical vitals tracking to continually map kinematics without burdening the pet's anatomy.

Hardware Layer

Dotti AI Baseline

Every pet has a unique lifestyle. Dotti AI's edge algorithms establish an individual signature over a 14-day calibration period to detect anomalies tailored purely to your pet — using time-series classification to tell grooming apart from compulsive scratching.

Intelligence Layer

Veterinary Validation

Our diagnostic rules aren't arbitrary guesses. They're refined alongside clinical practitioners to turn raw kinetic tracking graphs into indicators for preventative action.

Clinical Layer
Proprietary Intelligence Engine

What Dotti AI Watches For

Predictive Risk Modeling

Learns your pet's individual baseline and flags deviations days before they'd be visible to the eye.

Health Anomaly Detection

Continuously cross-references heart rate, activity, and rest patterns to surface irregularities in real time.

Behavioral Pattern Learning

Distinguishes normal play from distress signals, adapting its model to your pet's own habits over time.

How It Performs

Predictive Metrics Framework

By recording granular daily trends, PAHI's cloud platform maps variations across multi-axis behaviors. This allows pet parents and veterinarians to identify warning triggers days before external physical symptoms present themselves.

Lethargy Scaling

Tracks rest duration increases against the historical normal baseline matrix.

Stress & Scratch Indexes

Isolates high-frequency scratching spikes indicative of dermatological or localized distress.

The Calibration Timeline

Days 1 - 3: Baseline Sampling

PAHI streams raw kinetic data points to construct standard activity envelopes.

Days 4 - 10: Cluster Adaptation

Dotti AI clusters rest periods, play parameters, and specific routines into unique profile boundaries.

Day 14+: Active Guardian Shield

Real-time inference activates, alerting the companion application if structural deviations manifest.

Clinical Guidance At The Center

"Redefining care means relying on true metrics. We configure our algorithmic alert thresholds to cooperate explicitly with veterinary diagnostics, providing clarity to act with complete confidence."

Veterinary Advisory Panel Animalystix Technology