Workspace setup
Give planners, operators, and managers one place to use AI-supported workflow outputs safely.
RolesSourcesPermissionsReview
Manufacturing needs an operating layer.
We connect ERP/MES exports, spreadsheets, engineering/CAD handoffs, planning, reporting, and dispatch into AI-supported workflows your team can own.
Works with your production stack
We configure AI around the systems, source updates, and review paths your operation already uses.
ERPMESCADSpreadsheetsPlanning boardsMachine eventsFloor updatesDispatch
Job queuesCapacity plansWork ordersQuality notesTeamsEmailReportsHandover notes
Building the operating layer.
Production prompts
Turn recurring production questions into reusable instructions.
StatusBlockersCapacityDispatch
Connected context
Keep ERP/MES exports, CAD/spec context, floor updates, and reports close to the workflow.
ERP/MESCADSheetsUpdates
Team handover
Leave the operation with a routine the team can run after launch.
RunbookOwnersChecksImprovement
High-impact use cases for manufacturing
Five workflows where AI reduces operating drag without hiding ownership: production tracking, reporting, engineering handoffs, capacity planning, and dispatch.
Production tracking / operating layer
The morning starts with late jobs, blockers, owners, and next actions already surfaced.
- 7 jobs behind plan
- 3 blockers need owner review
- 2 status mismatches found
- Morning brief ready
Built for industrial operating constraints.
We shape the workflow around approved systems, data boundaries, human review, and site-specific limits, so operations can review the setup before rollout.
System boundaries
Sources, writeback limits, access, and review points are defined.
Human review
Planner, production, engineering, or dispatch owners stay responsible for sensitive decisions.
Operational limits
Line, site, vendor, and tooling assumptions are documented for the team.
Start with one manufacturing workflow
Send the workflow, systems involved, owner, and current manual path. We can scope a diagnostic or pilot without pretending the quote is final too early.