
Volodymyr on Building AI That Reads Architectural Drawings
Text us your feedback on the podcast! Introduction In this episode, host Jacob Edmond sits down with Volodymyr Hresko, co-founder and COO of Coxit, an engineer led AI and machine learning development shop that builds custom AI for document and drawing heavy workflows. Volodymyr walks through Coxit's path from software development into AI, how the company's work with Stevens Industries brought them into the millwork industry, and what they have learned from building CaseVBench, their benchmark for testing how well different AI models read architectural and casework drawings. They also get into how shop owners should think about choosing and switching between AI models, protecting sensitive project data, and where machine learning still beats general AI for high volume, repeatable tasks. Whether you are experimenting with AI for takeoffs or just trying to understand what is realistic today, this conversation lays out the tradeoffs clearly. About Our Guest Volodymyr Hresko is co-founder and COO of Coxit, an AI and machine learning development company he started with his co-founder Irina seven years ago. He holds a computer science degree and worked as a full stack software engineer before completing a master's degree in management and finance. Coxit's work began with C++ projects for radio companies in the United States, moved into Python development, then machine learning, and shifted into AI as the technology matured. Volodymyr and his team have spent the past several years applying that experience to manufacturing, starting with a machine learning project for Stevens Industries before the current AI boom and growing into a company that now spends the majority of its time on AI and machine learning work for manufacturers. He is based in Lisbon, Portugal, while Coxit's roughly 40 person team is anchored in Lviv, Ukraine, with additional staff working internationally. Where to Learn More Volodymyr's LinkedIn: https://www.linkedin.com/in/vovgre/ Coxit Website: https://coxit.co/ https://coxit.co/industry/manufacturing/ CaseVBench: casevbench.com Share The Love: If you like Verify In Field: The Millwork Podcast … Never miss an episode by subscribing via Apple Podcasts , Spotify , Google Podcasts , Amazon Music , or by RSS !














