Use a finished project of your own with bad scans and mixed scales, set reference quantities first, ask the vendor to show what the tool missed, and time the full review, not just processing. The author works for BuildVision AI, a takeoff vendor. A wrong quantity that looks right can carry straight into a bid.
Release 3.25.0 of the open-source library lets an assistant run flashes, phase envelopes and process simulations, and each answer lists the equation of state and assumptions used.
For process engineers: ask for a dew point or a compressor case and get a computed answer, not a guess.
The useful part is the refusal: the agent knew the E-stop belongs to hardware safety, not code.
Ahmed Abdel Rahman splits geomodel quality checks into six agents, each with one job, such as finding gaps in well logs, checking upscaling and comparing 3D properties with well data. The agents point to where an expert should look and leave the modelling tools and the geomodeller's judgment in place.