auto-estimation / Classifier Tool

Drop a bid set and it becomes an estimator pack: every file gets a role, every print page a keep/skip verdict, materials are pulled into a copy-paste list, and the flooring sheets come back highlighted. Fix anything the models got wrong — your clicks train them.
file model tfidf-num-lr-202608260657-207j · sheet model sheet-tfidf-lr-202608161006-105j · auto-tagged: finish_schedule, floor_transition, flooring_plan, wall_tile ( + cover/index are hand-marked)

1Drop a folder or files here

stays on this server in a scratch session dir · max 400MB/file · first 1500 print pages scored