How green is my home today?
A 0–100 Green Home Score from seven fixed-weight components, with every point explained.
Trained models calculate every number. The AI only explains them, and every number it writes is checked.
A 0–100 Green Home Score from seven fixed-weight components, with every point explained.
Only retrofits that suit this home, ranked High/Medium/Low and ordered so insulation comes before a heat pump.
Electricity and gas worked out separately, with interactions between upgrades, then carbon from DESNZ factors.
An indicative value range from five hedonic models trained on Land Registry sales, never a single number.
Gradient-boosted models trained on 30M EPC certificates, 50k metered NEED homes and 3.2M Land Registry sales, plus a sequential per-fuel savings simulator and DESNZ 2026 emission factors.
The AI sees only the computed report. Every number in its answer is matched against that report. If one is unsupported it gets one retry, and after that the deterministic template is used.
Ask “what if I only add solar?” the AI picks the scenario from a fixed list, the engines recompute everything, and only then are the new numbers explained.