Manufacturing.
Sensors to schedule.
Production runs on sensor data, work orders, maintenance schedules and ERP transactions. Optale turns those into a single operational graph so agents can spot drift, plan maintenance and reroute purchasing before downtime hits.
What's broken today.
03 · PAIN POINTSSensor signals, work orders and maintenance schedules live in tools that don't talk.
Drift only becomes visible after a part has already failed.
Procurement reacts to shortages instead of anticipating them.
The operating layer in manufacturing.
05 · SCHEMA- Sensors
- Orders
- Maintenance
- ERP
- parse
- reconcile
- type
- govern
- memory
- graph
- time
- relations
- Production-agent
- Maintenance-agent
- Purchasing-agent
- Less downtime.
What it looks like.
03 · USE CASES- USE · 01
Drift watch
Production-agents watch live sensor streams, compare to historical baselines and flag drift to the maintenance owner before it stops the line.
- USE · 02
Maintenance planner
The agent layer reads work-order history, sensor signals and scheduling constraints to propose the next maintenance window with the trade-offs spelled out.
- USE · 03
Procurement loop
Supply signals from ERP plus production forecasts feed a purchasing-agent that drafts replenishment orders with policy-aware approval thresholds.