Live Use Case

A supplier proposes a material substitution after award

An awarded product becomes unavailable and the supplier proposes an alternative. IntelliByld connects the proposed substitute to the specification, order, delivery milestone and embodied-carbon record so the team can see the downstream implications before approving the change.

How it runs

Material substitution

Material substitution - live scenarioLIVE
Substitution Requestsupplier proposes alternativeKnowledge Graphspec ↔ PO ↔ schedule ↔ EPDImpact Analysiscommercial · programme · carbonHuman Approvalaccept · reject · clarifySpecificationcompliance contextUpdated Twinapproved state propagates
AI agentPhysical / siteShared operational state
One proposed change is propagated across the connected supply-chain state before approval.
The shift

Understand the ripple effect before approving the change

A substitution is not just a document revision. It can change technical compliance, price, delivery timing and carbon. IntelliByld keeps those relationships connected so a proposed alternative is assessed against the project context before the new state is accepted.

  • Connect affected records. The proposed product is related to specification, supplier, PO, delivery and carbon information.
  • Assess multiple impacts. Agents can identify commercial, schedule and embodied-carbon differences rather than reviewing each in isolation.
  • Propagate only after approval. Once the authorised team accepts the substitution, the connected material state can update across downstream workflows.
Run it on a live project

Technical context

The substitute is assessed against the connected specification and material requirement rather than treated as a standalone email.

Downstream impact

Delivery, commercial and embodied-carbon consequences are visible before approval.

Controlled state change

The operational record changes only after the appropriate human decision, preserving traceability.

FAQs

What the approver receives, answered

Does IntelliByld approve technical substitutions?

No. It can organise the information, identify affected records and prepare impact analysis. Technical or contractual approval remains with the authorised project stakeholders.

Why is the Knowledge Graph important here?

Because the substitute can touch several records at once. The graph preserves the relationships between material, specification, supplier, order, schedule and carbon data so the system can identify the relevant downstream context.

More use casesA critical material delivery starts slippingA supplier quotation does not match the RFQA lower-carbon material option appears during procurement

See every consequence before approving a substitution

Connect one site and see it run in your own data during a focused project pilot.