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How this actually works
- Models6 min read
Why general AI models fail on floor plans
General vision-language models describe a floor plan fluently and then miscount the doors. Here is what actually goes wrong, and the pipeline that avoids it.
Read it - OCR5 min read
Reading rotated text on drawings
Why document OCR falls apart on drawings, and what it takes to read tags, dimensions and title blocks at whatever angle they were drafted.
Read it - Estimating6 min read
Automating takeoff: what really saves time
Which parts of a quantity takeoff are worth automating, which are not, and why the honest saving is in measuring rather than estimating.
Read it - PropTech5 min read
Floor plan data for valuation
Total square footage is the crudest possible summary of a home. What room-level layout data makes available to a valuation or listing model.
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