Point of viewOperations & supply chain

Supplier risk lives where the systems meet

Parts go end-of-life inside decade-long programmes, certificates expire unnoticed and single-source suppliers wobble. In our delivered work, the risk was rarely in one system — it sat between PLM, ERP, quality and supplier records.

6 min read By · Point of view
14
standing agents in the SCIKIQ Agentic Decision Platform1

Key takeaways

  • In contract and original design manufacturing, programme risk sits where SAP, CRM, PLM and QMS meet — not inside any one of them.
  • Standing agents that scan, reason, quantify and route turned that risk into alerts with an owner and an SLA clock.
  • Arithmetic belongs in SQL; the model judges and recommends. That split keeps money figures reproducible.
  • For automotive suppliers, PPAP and certificate chasing is the same pattern: assemble the evidence, let a person approve.

Ask a procurement or programme leader where supplier risk comes from and the list is familiar: a component announced end-of-life halfway through a long programme, a certificate or export-eligibility document that lapsed, a single-source supplier with slipping deliveries. Each is visible somewhere. The problem is that no one system holds the whole picture.

An intelligence feed, not a dashboard

In the SCIKIQ Agentic Decision Platform, the answer was not another dashboard. Fourteen standing agents scan the SAP, CRM, PLM and quality estate, reason about what they find, quantify the money at stake and route each alert to an owner, who can accept, assign, escalate or dismiss it against an SLA clock1.

Exhibit 1

How the standing agents work

From the SCIKIQ manufacturing accelerators

StepWhat happens
ScanAgents watch programmes, parts, certificates and capacity across systems
ReasonThe model judges what a finding means; arithmetic stays in SQL
QuantifyEach alert carries a money impact
RouteAn owner accepts, assigns, escalates or dismisses it against an SLA

Note: Capabilities as built; demonstration data is modelled.

Source: SCIKIQ, “SCIKIQ manufacturing accelerators” (2026)

The automotive version: PPAP and certificates

Automotive suppliers face the same pattern with production part approval and certification. An agent can track what each part and supplier still owes, chase it and assemble the pack. Approval stays with the supplier quality engineer.

Keep the arithmetic in SQL and let the model judge. That is what makes a money figure on an alert something finance will accept.

Where to start

Pick one risk class — end-of-life parts, missing certificates or single-source exposure — connect the systems where it lives, and give every alert an owner and a clock before adding the next class.

For executives

What this means for your bank

  1. Map which systems each supplier risk actually lives in before buying another tool.
  2. Give every alert an owner, an SLA and a money impact.
  3. Keep calculations in SQL; use the model for judgement and explanation.
  4. Track value from identified to realised so it is counted once.
Put it to work

How SCIKIQ can help

See the Agentic Decision Platform among the manufacturing accelerators.

Learn more

Supplier risk and procurement in our Supply Chain & Procurement service.

Learn more

Meet the supply chain agent squad.

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Sources

  1. 1

Figures are drawn from the cited public sources. Opinions labelled “SCIKIQ point of view” are our own.

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