Overview › Models › Windows

Windows experimental

Flags single-family homes likely to replace their windows in the next six months, so acquisition teams can target them. Predicts window replacement · FL-7 counties · early-stage exploration

6.0×

lift @15K · buy-box

0.0344

AUC-PR · buy-box

FL-7

counties

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features

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last ship

Overview. Experimental model predicting window replacement permits. Shares the permit-classification and coverage infrastructure with the Roofing pipeline. Not yet in production delivery (as of 2026-06-05); model card below captures current architecture and signal clusters.

Detail pages

How it works →

The experimental thesis — is window demand predictable? — what the model leans on, and how it reuses the roofing spine.

Model card →

Signal clusters, feature overview, performance baseline, and open questions.