Neural Model Suite
8 Specialized Neural Networks for Real-Time HVAC Diagnostics
Our Neural Model Suite powers NexusEdge, NexusApollo, and NexusBms with intelligent diagnostics. APOLLO coordinates 7 domain specialists, each optimized for specific HVAC subsystems, delivering sub-10ms inference on Hailo-8 NPU hardware.
Edge-Optimized
INT8 quantized models designed for Hailo-8 NPU acceleration on Raspberry Pi 5.
Real-Time Inference
Sub-10ms latency for immediate fault detection and predictive maintenance.
Hierarchical Architecture
Domain specialists feed into APOLLO for unified, context-aware decisions.
Certified Models
Each model includes official Certificate of Authenticity with full specifications.
Hierarchical Architecture
Domain specialists analyze their respective HVAC subsystems independently, then feed normalized outputs to APOLLO for unified coordination and decision fusion.
Decision fusion & unified output
Model Specifications
Each model is certified and optimized for edge deployment with Hailo-8 NPU
APOLLO
Master Coordinator
Central orchestrator integrating outputs from all specialist models for unified decision-making.
AQUILO
Airside Specialist
Analyzes AHU, RTU, and air-side equipment performance with advanced thermal diagnostics.
BOREAS
Air Quality Specialist
Monitors IAQ, ventilation effectiveness, and environmental comfort parameters.
COLOSSUS
Chiller Plant Specialist
Optimizes chiller plant operations, staging, and efficiency across multiple units.
GAIA
Ground-Source Heat Pump Specialist
Analyzes geothermal systems, ground loop performance, and heat pump efficiency.
NAIAD
Fluid Systems Specialist
Monitors hydronic systems, pumps, valves, and water-side equipment performance.
VULCAN
Heating Systems Specialist
Optimizes boilers, furnaces, and heating equipment for maximum efficiency.
ZEPHYRUS
VRF Systems Specialist
Analyzes Variable Refrigerant Flow systems, zone balancing, and refrigerant optimization.
Deployment
Experience Real-Time AI Diagnostics
See how the Neural Model Suite powers intelligent HVAC diagnostics across our product line.