Over the past several months, two precision machining shops — based in the US, working in separate verticals, having evaluated their options independently — described the same experience on separate calls. Both had adopted an AI quoting tool. Both stepped back from...
GD&T callouts tell manufacturers how a feature must behave, not just how large it should be. A callout can define its form, orientation, location, or relationship to a datum. For anyone reviewing an engineering drawing, knowing how to read these callouts matters....
Most job shops that lose margin on a job don’t lose it in the spreadsheet. The shop rate was right. The setup time was there. The estimator did everything correctly — and still the job came in over cost. The drawing was misread. Someone trusted a parts list that...
Most BOM errors don’t start where manufacturers think they do — not in the ERP, not in the spreadsheet, and not at data entry. They start the moment an estimator opens a drawing and begins reading it. But the real problem isn’t where BOM errors are...
You invested in CPQ software to speed up quoting. Your sales team has a cleaner workflow. Configurations are more consistent. And yet — quotes are still going out late. Bids are still being lost. Your estimators are still buried. If this sounds familiar, the problem...
Manufacturing leaders are no longer asking whether AI works. They are asking something far more specific: what will it actually cost us, and what will we get back? That shift in the conversation signals a turning point. AI in manufacturing has moved from pilot...
