K9 Sentinel – Nedron Labs

K9 Sentinel is a rugged, portable, fully off-grid AI safety monitoring system for Military Working Dogs (MWDs). It provides real-time situational awareness inside vehicle kennels or crates using edge computer vision, environmental sensors, and intelligent alerts — no cloud, no cellular required. The Problem Heatstroke and undetected medical distress remain leading preventable causes of MWD fatalities. A February 2026 DoD Inspector General report documented 4 MWD deaths and 22 heat injuries over recent years due to inadequate kennel monitoring. Current solutions rely almost exclusively on basic temperature alarms and manual handler checks — insufficient in austere, disconnected environments (Humvees, MRAPs, helicopters, forward operating bases). Army doctrine (AR 190-12) requires portable airline-approved crates that move across any vehicle type, creating a unique gap no existing system fully addresses The Solution K9 Sentinel clips directly to any standard military crate and fuses: Computer vision (YOLO11/YOLOv8n-pose on NVIDIA Jetson Orin Nano Super) for posture/collapse detection, activity monitoring, and distress indicators. Environmental sensors (SHT31 temperature + humidity) for heat/humidity thresholds. Edge inference & alerting via local WiFi hotspot (or Meshtastic LoRa for true mesh off-grid). Everything runs onboard in real time. Handlers view a live dashboard on their phone/tablet showing camera feed with keypoint overlays, sensor readings, and instant alerts (Normal / Warning / Critical). The system is designed for contested, resource-constrained environments — exactly matching Army needs for resilient edge operations. Why It Fits the Hackathon Primary fit: Capability / Problem Statement 2 – Edge Deployments (lightweight edge computing, portable battery-powered kit, local inference, no cloud dependency). Secondary: Capability / Problem Statement 1 – Sensor Analysis & Integration (multi-modal fusion of vision + environmental data into actionable alerts). (Or Problem Statement 5: General National Security if you prefer — it still aligns strongly with the overall goals.) Built in <48 hours as a working prototype for the hackathon, it demonstrates technical feasibility and immediate military relevance. As an active SAR K9 handler myself, I designed this from real operational pain points. Impact Reduces preventable MWD casualties, improves handler safety and mission effectiveness, and provides a dual-use path (military + LE/DHS). Post-hackathon, we are ready for OTA/prototype funding and field pilots with units like the 341st Training Squadron.