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Wayam AI
AutomotiveEngineeringRepresentative scenario

Closed Loop Product Lifecycle Sama & Digital Twin Alignment

An aerospace and defense contractor manufacturing satellite systems, avionics enclosures, and unmanned aerial vehicles.

Run on Sama · Traceability & Product Data

A continuous loop with a solid half and a modelled half

The challenge

    01

    BOM data was fragmented across disconnected PLM, ERP, MES, and MRO software systems throughout the 20 year product lifecycle.

    02

    As designed, as planned, as built, and as maintained BOM baselines diverged over time, making traceability audits slow and risky.

    03

    Defense audit compliance required 100% serialized component traceability, which took weeks of manual records retrieval for each aircraft.

How Sama solves it

    01

    Lifecycle Digital Thread Backbone

    Sama connects As Designed (EBOM), As Planned (MBOM), As Built (MES), and As Maintained (SBOM) into one synchronized digital thread.

    02

    Automated Serialized Component Traceability

    Records exact component lot numbers, serial numbers, and calibration certificates for every manufactured unit.

    03

    Real Time Lifecycle Baseline Comparison

    Highlights deltas between the original design specification and current field operating configurations.

    04

    Closed Loop Field Failure Engineering Feedback

    Feeds field maintenance failure data directly back into R&D; engineering BOMs to inform future design revisions.

    05

    One Click Defense Audit Dossier Export

    Generates certified, audit ready digital twin dossiers compliant with AS9100 and defense procurement mandates.

The outcome

traceability audit preparation time cut
0 weekstraceability audit preparation time cut
data integrity maintained across 20 year product lifecycle
0%data integrity maintained across 20 year product lifecycle
  • Traceability audit preparation time cut from 3 weeks to under 60 seconds.

  • 100% data integrity maintained across 20 year product lifecycle digital threads.

  • Accelerated engineering design improvement cycles by 35% through closed loop field reliability feedback.

Representative scenario: a modelled industry situation showing how this accelerator applies. Figures are projections, not a named client result.

Capabilities used

Every accelerator is assembled from the same capability layer, so a workflow you adopt here shares its foundation with the rest of the portfolio.

Bring us the version of this that you actually have.

Every engagement is fixed-scope and outcome-guaranteed. The scoping conversation starts with your systems, not with a template.