PM Targeting Agent
Finds the right PM for the right asset at the right time, using manuals, PM history, work orders, and technician notes.
AI Maintenance
System for Critical
Manufacturing
Equipment
Twintivo uses AI to reduce unplanned downtime by targeting the right PMs and making sure the right parts are ready before failure.
Primary wedgeAI PM targeting + parts readiness
Critical equipment
Food / beverage / CPG plants
Works beside CMMS and ERP
No rip-and-replace
Human approval for work and purchasing
Five agents. One maintenance system.
Twintivo is not a CMMS clone. It is an AI-native layer that helps the existing maintenance team decide what to do next.
Parts Readiness Agent
Checks the parts, kits, quantities, and stock risks needed before a failure turns into a long stop.
Asset Memory Agent
Builds machine memory from manuals, prior fixes, notes, photos, PMs, parts, and work order history.
Technician Brief Agent
Turns machine memory into a short job brief: what to inspect, what changed before, and what parts to bring.
Manager Approval Agent
Keeps humans in control before work orders, PM changes, or purchasing actions move forward.
Simple workflow.
Plant knowledge becomes machine memory. Machine memory becomes PM targeting, parts readiness, and a technician brief.
01Manuals
02PMs
03Work orders
04Inventory
05Technician notes
06Asset memory
07PM targeting
08Parts readiness
09Technician brief
10Reduced downtime
Target the PM. Ready the parts. Brief the technician.
Twintivo connects the asset to the maintenance knowledge around it: manuals, PMs, prior fixes, spare parts, and technician notes. The output is a clear plan a manager can approve.
Technician brief
Before the line fails
- Inspect belt tension on Case Packer 02.
- Review March repair closeout for prior fix.
- Stage belt kit and tensioner assembly.
- Save outcome back to machine memory.
Built for plants that already have systems.
Twintivo works alongside the tools the plant already runs. It does not ask a maintenance team to replace its CMMS or ERP to get value.
Built for critical equipmentStart with the machines where downtime is expensive and maintenance decisions matter.
Food, beverage, and CPG plantsDesigned for maintenance teams running production lines with real uptime pressure.
Works beside CMMS and ERPNo rip-and-replace. Twintivo uses the plant systems and records already in place.
Human approval stays in the loopManagers approve work orders, PM changes, and purchasing steps before action is taken.