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Governed Operations Copilots

Maintenance assistants that cite their sources, show their confidence and ask before they act.

Why now. About 3 in 4 firms plan agentic AI within two years; only about 1 in 5 has a mature governance model (Deloitte, 2026).

The problem we solve

87% of manufacturers have run at least one GenAI pilot, and Gartner warns that over 40% of agentic AI projects could be abandoned by 2027. Off-the-shelf copilots answer confidently even when they are wrong, cannot see your plant data, and act without clear approval rules.

Features and deliverables

  • An assistant grounded in your maintenance system (CMMS), sensor history and manuals
  • Every answer cites its source; predictions carry a stated confidence range
  • Approval steps: the assistant proposes, a named person approves any action
  • Full logs for audit, plus an AI Act transparency notice
  • Links to PhysIQ Sentinel risk scores

Benefits and business impact

  • Faster diagnosis for technicians, with the evidence in front of them
  • Lower risk of the silent errors that erode trust in AI
  • Governance built in, not added later