Datacenter Solutions
AI-powered thermal intelligence for data centers
The world's first AI thermal management system built on real supercomputer data. We transform cooling from reactive monitoring to predictive optimization — 95% accuracy with 30-60 minute forecasts.
Data centers consume 3% of global electricity.
Current thermal management is reactive and costly — 15-30% energy waste. Traditional DCIM only monitors. We predict, analyze, auto-resolve, and optimize.
Datacenter thermal intelligence: Predict → Analyze → Auto-Resolve → Optimize
Multi-Algorithm Ensemble Forecasting
Five forecasting methods fused into one prediction engine. Each has strengths — our ensemble captures them all.
ARIMA + Kalman Filtering
74% better accuracy than linear regression. Advanced temperature prediction with real-time state estimation.
FFT Spectral Analysis
Frequency-domain pattern recognition for power consumption. Detects cyclical patterns invisible to time-domain methods.
Holt-Winters Smoothing
Triple exponential smoothing for PUE efficiency. Captures trend and seasonal components simultaneously.
Physics-Based Validation
Thermodynamic constraints ensure every prediction is physically realistic. No hallucinated temperatures.
Ensemble Fusion
Confidence-weighted integration of all algorithms. Each method votes — the ensemble delivers superior reliability.
Platform Products
Thermal Forecasting & Management
The Tesla Autopilot for Data Centers
Predictive thermal forecasting with LSTM models that predict temperature 30-60 minutes ahead. Real-time anomaly detection and energy optimization.
Waste-Heat Recovery
Turn Digital Waste into Digital Gold
AI-optimized heat recovery using thermal gradient analysis. Sell recovered energy back to the grid and generate carbon credits automatically.
Thermal Digital Twin
Digital Twin for Data Centers
Real-time thermal state replication with what-if scenario testing. Predict impact of failures and optimize capacity planning risk-free.
Carbon & ESG Reporting
Net-Zero Through AI
Real-time CO2 monitoring, renewable optimization, automated carbon credit management, and ESG compliance reporting.
See the work behind the platforms
Four client systems built by the same team — IT support, field-service scheduling, insurance sales and contractor compliance. Real numbers wherever clients have released them.