Production systems

Factory Automation

A runtime for production systems, programmable equipment, process monitoring, and structured operator assistance.

nAI runtime
Production lines PLC programs SCADA events Recipes Shift logs Quality signals

Challenge

Why generic AI is not enough.

Factory environments contain process dependencies that generic AI cannot safely infer from text alone.

nAI Runtime

How the environment becomes usable context.

nAI builds a graph of lines, machines, recipes, alarms, shifts, permissions, and approved procedures before recommending action.

Operating Model

Mapped systems, controlled action.

Environment graph

  • Production lines
  • PLC programs
  • SCADA events
  • Recipes
  • Shift logs
  • Quality signals

Control layer

  • Operator confirmation
  • Recipe-aware risk levels
  • Change windows
  • Verification after action

Outcome

Operational assistance becomes specific to the plant, the line, and the approved process.