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01Forged parts, moving prices 02One part, several brands 03Hidden talent, revealed pool 04At-risk parts, anticipated failures 05Securing the supply chain
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FROM SCATTERED DATA TO RELIABLE DECISIONS

Structure, explore, monitor, decide: four connected building blocks on a single graph, turning scattered data into reliable decisions.

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Why your BoM is already holding back your industrial performance

February 16, 2026 Graphicient 3 min read
Aircraft drawn as a network of points and links, an image of an industrial product's bill of materials

In most industrial groups, product data and the Bill of Materials stay fragmented, siloed, hard to reach for the people who need them every day. It isn't a tooling problem: it's a continuity problem.

What it actually costs

  • +Suboptimal purchasing negotiations. Without cross-visibility on components and suppliers, you can't consolidate volume: you negotiate reference by reference.
  • +Broken traceability. Tracking a product's technical changes and versions becomes detective work, not a lookup.
  • +Cascading modifications. Every change triggers a chain of revisions, delaying production.
  • +Untapped product data. The BoM stays a technical deliverable instead of becoming a decision-making lever.

The hidden costs of a fragmented BoM

PLM, ERP, MES, Excel: each system holds a piece of the truth, none holds the connection. Digital continuity breaks at every tool boundary, and it's that break, not the data volume, that blocks the cross-functional view.

60% of data teams' time goes into preparing data that nobody guarantees the reliability of.

The impact, function by function

Procurement Weaker negotiations, wrong forecasts, poorly anticipated obsolescence.
Operational excellence Incomplete traceability, recalls that are too broad for lack of targeting, non-quality.
Engineering & production Poorly controlled ECOs, timelines and costs drifting with every revision.

Why current approaches no longer cut it

ERPs and PLMs, even integrated, share a structural limit: they're built to manage records, not relationships. The myth of a single IT-owned tool hits the same wall, and workarounds (Excel, custom development) are paid for in technical debt.

The BoM is a graph, not a table

A nomenclature isn't a list of rows: it's a network of business relationships. A component belongs to an assembly, comes from a supplier, exists in several versions, equips several products. Modeled that way, on a shared business ontology, it becomes a single source of truth that delivers three things at once:

  • +a reliable, shared view of product data;
  • +real autonomy for operational teams, without going through IT for every question;
  • +immediate, scalable use, including by an AI that has to return traceable answers.

Product complexity isn't going to decrease. Silos, on the other hand, already cost millions on the most documented and least exploited piece of data in industry.

Whitepaper

From fragmented BoM to strategic lever

A field study among 100+ industry professionals: the hidden costs of a fragmented nomenclature, their impact function by function, and the graph-based approach to take back control.

  • +32 pages, field figures and verbatims
  • +A diagnostic grid for your own BoM

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