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Operational knowledge & production intelligence

Pilot

Icebreaker connects operational knowledge with AI-assisted production intelligence.

Its virtual-supervisor approach brings together PLC controls, behavioural twin technology, operational knowledge and agentic AI. Human expertise and oversight help the system learn from the process and support decisions within existing operator workflows.

What it can do

  • Combine process controls, behavioural twins and operational expertise.
  • Support setpoint optimisation and adaptive production supervision with human oversight.
  • Bring together operational documents and structured knowledge.
  • Organise process, equipment and procedural context.
  • Provide conversational access to relevant information.
  • Connect answers back to supporting operational knowledge.
  • Capture specialist knowledge that may otherwise remain tacit.
  • Support onboarding, troubleshooting and day-to-day decision support.
  • Integrate with wider knowledge and AI architectures where required.

Where it can help

Operations · Manufacturing · Maintenance · Knowledge retention · Workforce transition · Training · Process understanding

Built on

Behavioural twins · PLC integration · Knowledge representation · Human-AI interaction · Agentic AI

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