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Capability

Connect Plant Data to Engineering Decisions

Engineering-led digital thread work for manufacturers. Digitize workflows and connect PLM, MES, ERP, and simulation data so change orders and revisions stop leaking margin.

Engineering data systems supporting plant change control

Who it is for

VP Operations, engineering directors, and PLM or MES owners.

Includes

  • Current-state data and workflow map with failure modes
  • Target thread design with ownership by system
  • Pilot on one line or product family with acceptance tests
  • Scale plan with uptime and training constraints explicit

Not included

  • Full ERP re-implementation as the primary product
  • Digital twin theater without a decision it changes

How we think about this work

Digital programs fail when UI demos replace engineering acceptance. This capability maps where revision truth breaks across PLM, MES, ERP, and simulation, defines tests vendors must pass, pilots on a constrained scope, then scales without freezing production changes.

Problems we take on

Conditions that drive calls from plant, EHS, and capital teams.

ECO chaos

Changes scattered across PLM, ERP, and MES with revision errors.

Simulation dead-ends

Design data never reaches operations systems.

IT-led without acceptance

Programs ignore engineering criteria for release.

Scale too early

Need a pilot line before multi-site rollout.

How the work runs

Each step ends with a decision gate before capital or install moves forward.

  1. 01

    Map the thread

    Where does revision truth live today? Where does it break?

    Gate · Gate: failure modes documented

  2. 02

    Define acceptance

    Engineering tests that IT and vendors must pass, not only UI demos.

    Gate · Gate: acceptance tests owned by engineering

  3. 03

    Pilot

    One constrained scope. Measure ECO cycle time and error rate.

    Gate · Gate: pilot metrics beat baseline

  4. 04

    Hardening

    Fix interfaces and permissions before scale.

    Gate · Gate: defects closed for pilot scope

  5. 05

    Scale

    Rollout sequence that does not freeze production changes.

    Gate · Gate: scale plan and training accepted

FAQ

Questions we get

Is this an ERP implementation?
No. Focus is engineering data flow and acceptance. ERP vendors remain responsible for their stack.
Do you require a full digital twin?
Only if it changes a decision. Many plants need revision control and interface discipline first.
How do you protect uptime?
Pilots are scoped so production change control continues; cutovers are scheduled like any other plant package.
Who owns acceptance tests?
Engineering owns acceptance criteria. IT owns platform operations. Vendors must pass tests, not only UI demos.
Why pilot before multi-site?
To prove ECO cycle time and error-rate gains on a constrained scope before scale freezes production change control.
What systems are in scope?
Where revision truth breaks across PLM, MES, ERP, and simulation interfaces that affect plant decisions.

Start a conversation

For: Ops and engineering leaders connecting PLM, MES, or ERP data to plant decisions.

What helps a first conversation

  • Systems in play (PLM, MES, ERP, or plant data)
  • Pain (ECO friction, data trust, handoffs)
  • Pilot candidate area
  • Ops vs IT ownership

Pilot-first with acceptance tests operations can trust. Not a platform sales pitch.

PE · measurement-based · response within one business day

Discuss your facility constraint

Facility type, priority constraint, and timeline. An engineer responds within one business day.

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