Apparel manufacturing
Apparel production management system
Export apparel manufacturer, both woven and knit lines
Documents come in through AI fabric-sheet and AI order import; fabric-and-trim management and BOM integration cover materials; production work orders, cut-piece bundling and packing cover the floor; the handhelds cover trim and print/embroidery in and out, bundle pick-up and finished-goods receiving; management sees four boards — order production, cutting, sewing and packing.
How the AI import actually works — what code reads, what the model reads →
Semiconductor test and packaging
CP wafer-sort line management and test-data system
Covers the whole wafer-sort line: receiving → AI parsing and cross-checking of the order → lot creation → process configuration → station check-in and check-out → visual inspection → data conversion → shipping, and on to forwarding and reconciliation. The floor works by handheld scan. Test programs are resolved and downloaded from the bound IP and the current CP1–CP4 station. Desktop tools handle the specialist data and engineering work. Test data from probers and testers is uploaded and backed up, converted, and checked for low yield and anomalies automatically, with alerts pushed to WeCom.
Full module list →
Semiconductor test and packaging
FT final-test packing and shipping management system
Covers the whole final-test line: receiving → order → lot creation → station check-in and check-out → visual inspection → inner box → outer carton → delivery note, and on to forwarding and reconciliation. Shipping labels for all four levels — bag, reel, box and carton — are generated in one pass.
How four label levels stay consistent on a mixed reel →
Printing
Printing production management system
Printing plant running two process lines, sheet-fed and roll
Covers the line from order to payment: customer, paper and roll stock records → order → production order → station check-in and check-out → inner boxes and delivery notes → billing and reconciliation statements. On the floor, handhelds pull up the production order by scan and handle station check-in, check-out and repair. A desktop client at the machine reads the work-order QR code and shows, right there, which order that machine is running and which station it has reached.
Where the rule lives when two customers want different statements →