Data-driven HVAC
Comfort & Energy Savings
Transform your HVAC systems with intelligent monitoring, real-time analytics, and actionable insights powered by AI
HVAC Decision Support System
Monitor air-side loads with real-time sensor data.
Flexible I/O
100+ HVAC data-collection nodes, connecting to protocols like Modbus, OPC-UA, BACnet, MQTT, WebSockets and more. Connects with existing IoT, BMS, and SCADA systems.
Data processing
Model-driven control using specialized 4-layer stack: Statistical process control, machine learning, and expert systems work together to optimize performance.
SPC Layer
Statistically detects when your system goes wrong.
ML Layer
Predicts failures and system behavior.
Graph Analysis
Optimizes system-wide dependencies.
Expert Systems
Helps technicians in operations and maintenance.
Telemetry
Monitor energy consumption, indoor air quality, thermal comfort, and system health in real-time. Get actionable insights with statistical proof.
Extended Capabilities
Tools to maximize your HVAC investment
Historical Data Analysis
Unlock insights from your existing data with powerful replay and analysis tools.
Replay feature analyzes your existing IoT/BMS data.
Pattern detection for HVAC usage and energy consumption.
Fast ROI with confidence-building before going live.
Data Platform Integration
Seamless connectivity with complete control over your data and infrastructure.
Universal connectivity to BMS, cloud, and field equipment.
Open standards – your data, your control.
Flexible deployment – on-site, cloud, or hybrid.
HDS Benefits
Data-driven HVAC Comfort & Energy Savings
Lower Energy Bills
Reduce HVAC energy consumption through intelligent monitoring and optimization. Actual savings vary based on building type and existing baseline efficiency.
Improved Comfort
Fewer hot/cold complaints with early detection of comfort issues.
Faster Troubleshooting
Complete datasets enable rapid diagnosis using replay and layered analysis.
Equipment Performance Baseline
Digital HVAC records for benchmarking equipment operations over time
SPC Baseline
Statistical baselines establish "as-commissioned" performance benchmarks for tracking equipment degradation.
Detect Degradation
Monitor how equipment performance degrades due to improper maintenance or operational issues over time.
Digital Datasets
Create comprehensive digital records of HVAC performance—quantifiable proof of maintenance impact and system health.
Tracking and benchmarking the equipment is important for early detections of operational issues. SPC provides statistical evidence of performance changes, enabling proactive maintenance and accurate benchmarking against original design specifications.