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Agentic AI in Manufacturing: The IT/OT Governance Line That Decides Success or Downtime
The earlier manufacturing piece made the case. This one draws the line that actually matters in delivery: where IT ends and OT begins, because that's where agentic AI either compounds value or causes downtime.
The earlier manufacturing piece made the case. This one draws the line that actually matters in delivery: where IT ends and OT begins, because that's where agentic AI either compounds value or causes downtime.
The productivity case is uncontested — maintenance orchestration, supplier coordination, quality-exception handling, field dispatch are textbook agentic territory, and ServiceNow is building supply-chain depth directly into the platform via Source-to-Pay supplier insights and visibility. The risk asymmetry is the point: an agent that mis-acts on an ITSM ticket is recoverable; one that mis-acts on a production-critical OT system is a P&L and potentially a safety event.
Meta title: Agentic AI Manufacturing: The IT/OT Line 2026 Meta desc: Manufacturing's agentic ROI is real; the risk is OT. Where the IT/OT governance line sits and how to deploy without a downtime incident. Primary kw: agentic AI manufacturing IT OT · Secondary: smart manufacturing AI, OT AI governance, plant asset intelligence, autonomous manufacturing operations Slug: /agentic-ai-manufacturing-it-ot
The governance enabler is concrete. AI Control Tower now detects anything non-human — AI agents to connected devices — governing physical and smart devices the same way, spanning operational and information technology. That unified visibility is the precondition, but it does not erase the line; it lets you enforce it. The dependence on accurate CMDB and asset intelligence is acute in manufacturing because the asset graph spans equipment most IT inventories never see.
A deployment line that holds: IT/service workflows first (contained, fast ROI, no plant exposure) → supply-chain and supplier coordination next (external commitments, tighter permission tier) → OT-adjacent only with strict least-privilege, real-time containment, and engineering sign-off, never on an IT timeline.
