Silent Vigilance.
Multi-Modal AI
Child Protection.
Guardian Pulse is a non-intrusive wearable early-warning platform designed to protect vulnerable children. Combining real-time Heart Rate analytics with on-device Neural Audio Event Classification, it eliminates the burden of self-reporting while delivering a remarkable 3.2% False Positive Rate.
Engineered for Reliability
Why Single-Sensor Solutions Fail & How Sensor Fusion Wins
Traditional safeguarding wearables trigger excessive false alarms from innocent child activities (running, playing) or ambient noises (TV, traffic), leading to alert fatigue.
Dual-Stream Fusion Engine
Sustained Heart Rate anomaly calculation combined with temporal co-occurrence of audio distress patterns. Alerts fire only when physiological distress and acoustics align.
Sensifai Edge Neural AER
Proprietary lightweight Multi-Layer Perceptron (MLP) trained on ESC-50 and RAVDESS. Extracts MFCC features directly in pure Kotlin—running locally without heavy TensorFlow dependencies.
Silent Anti-Tamper Protection
Continuous optical and proximity skin-contact checks detect unauthorized unlatching. Dispatches a silent, prioritized notification without escalating dangerous household tension.
Automated 3-Tier Escalation Protocol (Child Safeguarding Standard)
Direct encrypted dispatch with one-tap acknowledgment button (ACK).
Calm intervention notice delivered: "Elevated stress detected. Please take a moment to step away."
If unacknowledged within configurable timeout, automatic escalation to assigned Case Officer.
Experience the Fusion Engine in Real-Time
Simulate real-world validation scenarios to observe live sensor processing, on-edge audio classification, and intelligent false-alarm rejection.
Interface & Jetpack Compose UI
Built for Clarity, Transparency & Rapid Action
Every threshold, signal buffer, and escalation trigger is visible and auditable—delivering complete transparency and clinical accountability.
Figure 1: Live Monitoring Dashboard
Real-time biometrics, simulated stress triggers, and on-device signal calibration controls.
Figure 2: Active Distress & Escalation
Co-occurring HR + Audio anomaly triggers Tier 1 alert with real-time acknowledgment countdown.
Figure 3: Transparent Thresholds
Full configuration of HR sustain windows, decibel triggers, and alert escalation parameters.
Validated Across 125 Controlled Test Scenarios
Evaluated in July 2026 across Samsung Galaxy A23 (Android 12) and Xiaomi Redmi 10 (Android 11) devices under rigorous, acted laboratory simulations.
Empirical Confusion Matrix N = 125 Acted Scenarios
| ACTUAL CONDITION | ALERT TRIGGERED | NO ALERT |
|---|---|---|
| Distress Scenario (Positive) | 124 (True Positive) | 1 (False Negative) |
| Normal / Play (Negative) | 4 (False Positive) | 121 (True Negative) |
Architecture Comparison
Ready to Test Guardian Pulse?
Install the standalone APK on any Android 8.0+ smartphone or compatible smartwatch (e.g. Telzel TC42). No external cloud server required.