AI for Drawings

How AI reads construction drawings, specs, and takeoffs — and what that changes for casework and millwork shops.

Top 8 AI benchmarks for drawings: CaseVBench, Construction’s Last Exam, TakeoffBench-v1, AECV-Bench, DrawingVQA, AEC-Bench, LED-BENCH and Blueprint-Bench 2 AI for Drawings

Top 8 AI Benchmarks for Architectural and Construction Drawings in 2026

 Jacob Edmond and Volodymyr Hresko on the Verify In Field podcast AI for Drawings

Verify In Field podcast: What we learned testing AI on casework drawings?

 Gemini 4 Argon key art: the model name beside a large white number 4 on a blue gradient. AI for Drawings

How Good Is Gemini 4 Argon at Reading Architectural Drawings?

 COXIT Room Takeoff on a kindergarten floor plan, with rooms outlined in orange, doors marked with blue tags and windows in green, all found by AI. AI for Drawings

ChatGPT or Claude: Which AI Is Best at Reading Architectural Drawings?

 An estimator scratching their head over an architectural floor plan marked with red question marks, with a calculator and a scale ruler on the desk. AI for Drawings

Understanding F1 Scores in AI Drawing Benchmarks

 An architect's workstation with a residential floor plan open in CAD software on a large monitor, a rolled drawing set and a notebook of hand sketches on the desk. AI for Drawings

GPT-6 Astra Scores 92% on Architectural Drawings: What Does It Mean for AI Takeoffs?

 An architectural sheet with a floor plan boxed in blue, soffit and bulkhead details boxed in green, and callout bubbles boxed in pink. AI for Drawings

How Accurate Is AI at Reading Architectural Drawings? Benchmark Results for 6 AI Models. Part 2

 OpenAI, Gemini and Claude icons beside an architectural floor plan on a monitor in a millwork shop, with rolled drawings on the workbench AI for Drawings

How Accurate Is AI at Reading Architectural Drawings? A Benchmark of 6 AI Models. Part 1

 Estimator measuring a floor plan with a scale ruler next to a laptop AI for Drawings

6 Questions About AI Takeoffs for Casework Shops

 Hands marking up architectural floor plan drawings with a pencil and scale ruler AI for Drawings

From 6 Hours to 10 Minutes: How AI Transformed Estimating at the Largest U.S. Casework Factory
COXIT Newsletter — polaroid photos of the team at work and on site at Stevens Industries

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Volodymyr Hresko Volodymyr Hresko Co-Founder & COO

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