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TFT Energy Forecasting
Temporal Fusion Transformer trained on BDG2 commercial dataset. Sub-11% MAPE — the most accurate commercial energy forecasting available.
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Anomaly Detection
Three detection methods running simultaneously. Z-Score, IQR, and Isolation Forest catch meter faults, consumption spikes, and off-hours usage.
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Fuel Poverty Risk Score
The only energy platform with built-in tenant-level FPRS. 0–100 risk scoring with income-to-energy ratio analysis for regulated social housing.
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SECR Carbon Reporting
Automated Scope 1 & 2 reporting. One-click PDF export. Compliance status tracking across your entire estate.
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Estate Management
30 buildings, 86 meters, live fault detection. Real-time monitoring with sector-specific dashboards for NHS, councils, housing, and education.
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SHAP Explainability
Every forecast explained. SHAP values show exactly which factors drive each prediction — essential for regulated sector procurement.