Can AI Make Millwork Shop Drawings? We Tested It on Real Jobs

The whole brief: one presentation sheet with two renders, a few views and a list of notes.
Every few weeks a client asks us some version of the same question: can’t AI just do this now? So we stopped guessing and tested it. One of our drafters took real jobs from our queue and ran them through ChatGPT and Astra, an AI assistant that promises CAD output, then compared what came back with the sheets we actually sent to the client.
Short version: on a millwork shop drawing, the kind a shop builds from, AI saved us zero hours. It drew a desk that looked roughly right and was wrong in every way that matters to a fabricator. It did help on a few small, flat tasks, and we’ll get to those too.









