Sector Playbook

Find the plant workflow where AI can help without weakening operator control.

Levion helps plant teams assess where AI fits first, whether that is quality issues, maintenance routing, shift handoffs, supplier follow-up, or reporting.

Book a 30-minute pilot call See manufacturing workflow fit
OT/IT aware Read-only first Shift-lead review

High-fit workflows

Levion can improve manufacturing workflows such as quality issues, maintenance routing, shift handoffs, supplier follow-up, and reporting. The right first move depends on where throughput, review speed, or exception handling is under the most pressure.

Typical starting systems

CMMS tickets, QA notes, ERP work orders, and shift handoff logs. Read-only first in week one.

Control model

OT and IT separation, NIST manufacturing-profile alignment, and approval boundaries before any operational action changes.

What stays human

Maintenance release, quality disposition, supplier escalation, and every operator-controlled action stay with the plant team.

Architecture and access

How the first release stays controlled

  • Start with one workflow, one owner, and the smallest source set that proves value.
  • Use read-only exports, views, or APIs first where possible.
  • Keep approvals, external actions, and write-backs behind human review.
  • Track one KPI before expanding scope or access.

See systems and access

30-minute pilot call

What you leave the call with

  • Choose the line or cell to start with.
  • Decide whether AI, automation, or a simpler process fix is the right answer.
  • Agree how success, access, and operator control will be handled.
  • Leave with a clear next step and a simple launch outline.

Best fit

  • One line or cell with a named shift-lead owner.
  • One weekly operations review already exists or can be created.
  • Exception and handoff records already exist in CMMS, QA, or ERP tools.

Not a fit yet if...

  • You want autonomous control actions in OT environments.
  • There is no shift-lead owner or weekly review.
  • There is no usable exception history to review.

What we measure first

  • Exception routing time.
  • Downtime or MTTR impact.
  • Rework or repeat-issue rate.
  • Overdue handoff backlog.

What we need from your team

  • One shift lead or operations owner.
  • One systems contact across CMMS, QA, or ERP.
  • One weekly 45-minute review for 90 days.
  • Read-only export or API access to current records.

Next Step

Bring the workflow or rollout that matters most.

In 30 minutes, you will know where AI fits, what result to measure first, and what the safest first step should be.

Book a 30-minute pilot call See manufacturing workflow fit
How the pilot works Security and governance Integrations and access