Where crews start
Workflows we take to production
Nonconformance and CAPA
Drafts 8D and root-cause reports from NCR data, inspection results and past CAPAs, for the quality engineer to review.
Measured: days to close a CAPA, repeat defects
Maintenance copilot
Technicians ask questions in plain language and get answers from OEM manuals, work-order history and sensor alarms.
Measured: mean time to repair, wrench time
Supplier and PO follow-up
An agent that chases late confirmations and ASNs, updates the ERP and flags shortages before they stop the line.
Measured: buyer hours, expedite costs
Engineering change checks
Compares ECOs against BOMs, drawings and routings so every affected document gets updated.
Measured: change cycle time, escapes
What we're seeing
Manufacturers are building forward deployed teams that sit in the plant instead of at headquarters. They're hiring site by site, which is slow.
How we work in manufacturing
- Works on site, on shift schedules
- Integrates read-only first, writes to ERP/MES only after sign-off
- Respects ITAR and export-control boundaries where they apply
How to start
- Recon: 2 weeks to rank your workflows and prototype the top pick
- Sortie: 6–8 weeks to put one workflow into production
- Bridge: cover your open FDE seat until your hire is ramped