Blog
Articles from the TakeoffQS team — AI takeoffs, NZ residential estimating, and the workflow behind the product.
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Industry Why AI takeoff software for NZ has to be trained on NZ plans
AI takeoff software trained on overseas plans misreads NZ drawings every time. Here's what breaks (scale, symbols, terminology, layout) and why training data lineage matters for NZ residential estimating.
22 April 2026
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Product Learn more about TakeoffQS
How TakeoffQS fits into a quantity-surveying workflow, who it's for, and the team behind it.
27 February 2026
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AI & technology The real metrics for AI takeoffs
Why a single accuracy percentage is the wrong question — and what to measure instead.
1 February 2026
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AI & technology The AI models behind TakeoffQS
The computer vision pipeline, models, and validation that power TakeoffQS.
15 January 2026
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