INDUSTRIAL · SHIFT · STATUS
Trades · offices · one AI stack
Shift notes, downtime, and the order that should have moved.
AI for industrial and manufacturing ops: shift notes, downtime flags, and order status without another coordinator hire.
Used on roofing, HVAC, and office landers.
Licensed or customer-facing work still waits for a person.
Plant and shop floors: shift notes in the record by the end of the shift, not the next morning.
Shift notes that exist
The outgoing shift leaves a file, not a hallway conversation. Incoming reads it before they walk the line.
Downtime without the rumor mill
When a cell stops, the note, the parts, and who was called sit in one place. The postmortem is not archaeology.
Order status you can send
Customers get a dated status, not a promise to 'check with the floor.' The coordinator is not the database.
Agents and tools, then the matrix.
The evaluation names the work. Trial is the product signup. No third funnel.
Straight answers.
- MES / ERP already does this.
- Keep it. We wire the notes, flags, and customer-facing status around the system of record you already run.
- Shop-floor tablets?
- We do not invent a new MES. The evaluation names which notes can be captured without a new device fleet.
- Safety-critical work?
- Agents draft. Sign-off stays human. That is in the written map.
Other landers.
Shift notes, downtime, and the order that should have moved.
AI for industrial and manufacturing ops: shift notes, downtime flags, and order status without another coordinator hire.