Problem
- Manual production management: order statuses jump between spreadsheets, slicers and marketplaces.
- No margin visibility: most operators cannot measure profit per print hour accurately.
- Logistics friction: shipping data and labels are still copied by hand.
- IP risk: confidential B2B STL files should not live in public cloud systems.