Human-in-the-loop AI on the foundry floor
In many foundries the hardest data problem is capture. Nobody types a report on a terminal in foundry gloves, so heats, moulds, scrap and chemistry get reconstructed from paper at the end of the shift, and that is where errors come in. GussCore lets shop-floor workers report by voice or photo. It has been piloted at a two-plant foundry group, and five rules shaped it. 1. The AI proposes and a person confirms Nothing reaches the database without human confirmation. A wrong heat number spreads into metal traceability, costing and the weekly plan, so the model takes over the typing and the person keeps the responsibility. ...