Use cases/ Manufacturing & Industrial/Vendors miss spec and say nothing until it is already in production
Manufacturing & Industrial

Vendors miss spec and say nothing until it is already in production

Out-of-spec material ships and you find out after it is installed.

What it costs you today

The purchase order was clear. The material that arrives is close enough that incoming inspection passes it, but in production it behaves differently. By the time the problem surfaces you have processed a week's worth of material. The rework is yours.

How RadRoot is used here

RadRoot sends the vendor's production lead a pulse check before each major shipment. Five questions about anything flagged during their own QC, whether any raw material inputs changed, and their confidence in this lot. The follow-up drills wherever they show uncertainty.

The file you would upload

A Oracle Procurement Cloud - Purchase Orders Report export. One row is one purchase order line item. RadRoot reads the whole row, so every question can name something the person already knows is true.

PO Line IDPO NumberVendor NameMaterial DescriptionMaterial GradeQuantityUnit
PO-2026-1847-003PO-2026-1847Hartwell Metals SupplyAluminum bar stock6061-T62400kg
PO-2026-1851-001PO-2026-1851Denali Steel WorksCold rolled steel sheetA10085000kg
PO-2026-1855-002PO-2026-1855Summit Alloys IncStainless steel rod304L1800kg
PO-2026-1859-001PO-2026-1859Cascade Polymers LLCNylon resin pelletsPA66-GF30800kg
PO-2026-1863-004PO-2026-1863Northern Forge SupplyCarbon steel plateA363200kg

First 5 of 20 rows, first 7 of 13 columns. RadRoot interviewed the production lead on each row, and 6 of 20 answered.

One interview, exactly as it ran

Six options every time, including the ones that reflect badly on whoever sent it. Each question was written after the answer above it landed.

Q1Your team is preparing 800 kg of PA66-GF30 nylon resin pellets for shipment on February 22. Did your QC process flag anything unusual during inspection of this lot?
Q2You mentioned the raw stock came from a secondary supplier. How long has it been since that supplier provided material for this specific grade?
Q3When the secondary supplier's material arrived, did you run a batch comparison test against your normal supplier's product?
Q4Given that you have not run a batch comparison, how confident are you that this lot will perform the same way in the customer's molding process?
Q5Before today, had you informed Apex Precision that this shipment would contain material from the secondary supplier?

The verdict it produced

Written for whoever ran the campaign. The respondent never sees it.

The vendor switched to a secondary supplier for the PA66-GF30 resin due to a lead time issue. That supplier has not provided this grade in eighteen months. Standard QC was performed but no batch comparison test was run. The vendor disclosed the substitution for the first time in this interview, three days before shipment. They are moderately confident the material will perform but acknowledge it might behave differently in molding. You have no advance notice and no independent data on how this lot compares to your normal feed stock.

supplier substitution negative high confidence

The raw stock for this lot came from a secondary supplier who has not provided this grade in eighteen months.

lot risk mixed medium confidence

The respondent expects the material to be within spec but acknowledges it might behave slightly differently in production.

QC confidence negative high confidence

Standard incoming inspection was performed but no batch comparison test was run against the primary supplier's material.

disclosure timing negative high confidence

The supplier did not disclose the substitution until this interview, three days before the scheduled shipment.

material traceability mixed medium confidence

The substitution was driven by a lead time issue and the secondary supplier is approved for this material.

See this on your own data

Fifteen minutes, screen to screen. We run your real question through RadRoot while you watch, and you leave with the follow-up it wrote and a price.

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