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05 / Industrial AI
Operational intelligence
Coordinate people, machines, data, and decisions across the operating loop
We place agents inside real workflows with clear authority, human handoffs, and outcome telemetry
A useful first shape
What this creates
Human-in-the-loop controls
Outcome telemetry
Agents meet the operating boundary
Industrial systems need explicit authority, safe fallbacks, controller awareness, and a clear account of what happened after a recommendation.
Start with one consequential loop
We prototype a bounded workflow, measure its decisions and handoffs, and expand only when the evidence supports the next level of autonomy.
Related capabilities
Reviewed 2026-08-22