Skip to content
Wayam AI
AutomotiveFinanceRepresentative scenario

Field Service BOM Alignment for Warranty & Aftermarket Operations

A commercial bus and truck manufacturer with a global dealer network managing 150,000 active fleet vehicles across 25 international markets.

Run on Sama · Traceability & Product Data

A unit in the field matched back against its original as-built record

The challenge

    01

    Service BOMs (SBOMs) used by dealership mechanics did not reflect mid model year engineering component supersessions.

    02

    Dealership technicians ordered incompatible replacement parts for vehicle repairs, resulting in repeated customer workshop visits and high warranty expense.

    03

    Service parts catalog updates lagged engineering ECO releases by up to 6 months, creating massive confusion across the global service network.

How Sama solves it

    01

    Automated EBOM to SBOM Supersession Mapping

    Sama tracks component design updates and automatically generates service part supersession and backward compatibility rules.

    02

    Service Kit & Replacement Assembly Definition

    Bundles discrete engineering sub components into practical field serviceable replacement kits with complete fastener lists.

    03

    VIN Specific Service BOM Generation

    Generates exact as built Service BOMs for individual vehicle identification numbers (VINs) based on factory build records.

    04

    Real Time Dealer Portal Catalog Publishing

    Publishes updated parts catalogs and compatibility diagrams to global dealer management systems instantaneously.

    05

    Warranty Claim Validation Engine

    Validates dealer warranty claims against VIN specific SBOM configurations, preventing reimbursement for incorrect part replacements.

The outcome

service catalog update latency reduced
0 monthsservice catalog update latency reduced
dealer parts ordering errors and return logistics costs reduced
0%dealer parts ordering errors and return logistics costs reduced
  • Service catalog update latency reduced from 6 months to real time continuous synchronization.

  • Dealer parts ordering errors and return logistics costs reduced by 72%.

  • Warranty repair repeat visit rates cut by 45%, saving $2.6M in unnecessary warranty claims.

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.