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Notes on control, tooling and evidence

Practical writing for die-casting, stamping and moulding teams. How to keep tooling, quality and audit evidence tied to the work that produced it.

Latest articles
TOOL · DIE SET
Tooling
How to set die PM intervals by produced parts

Triggering die PM on produced parts is the settled half. The number is where toolrooms stall. Anchor it to the build spec, let recorded failure counts argue it down, and write the count into every service so the interval can learn.

September 3, 2026
TOOL · DIE SET
Tooling
What software actually tracks tooling history and die maintenance?

Tool trackers built for construction crews and CMMS built for pumps both miss what a die record has to hold. The software question is really a records question: repairs, services, counts and spares as one story that reads back on demand.

September 3, 2026
CONTROL · SPCUCLLCL
Quality Control
Cp or Pp, which capability index should you report?

Cp and Pp are not two names for one thing. One asks how good the process could be, the other how good it actually was. Report the one you were not asked for and you answer a question nobody put to you.

August 21, 2026
CONTROL · SPCUCLLCL
Quality Control
How do you run an MSA on a go/no-go gauge?

A variable Gage R&R needs numbers to work on, and a go/no-go gauge only gives you pass or fail. So you measure agreement, not repeatability in millimetres. What an attribute MSA checks, and the known-standard parts it depends on.

August 21, 2026
CONTROL · SPCUCLLCL
Quality Control
How do you run an MSA on an automated vision check?

An automated vision system has no operators, so the three-appraiser Gage R&R template measures nothing. What an MSA on a machine that makes its own pass/fail decision actually tests, and why it comes down to the boundary samples you feed it.

August 21, 2026
TOOL · DIE SET
Tooling
How do you set minimum stock levels for critical spares?

The empty shelf on breakdown day and keeping two of everything are both failures of policy. A minimum is built from lead time, real usage and what a stockout costs, and wear parts and failure parts are stocked on different logic.

August 21, 2026
CONTROL · SPCUCLLCL
Quality Control
My capability data fails normality, what do I do?

A failed normality test does not mean bad parts. Standard Cpk assumes a bell curve, and flatness, position and runout are non-normal by nature. How to tell an inherent shape from an unstable process, and what to do about each.

August 21, 2026
TOOL · DIE SET
Tooling
Should die PM run on shot count or the calendar?

A die does not wear by the week. It wears by the hits it makes. Service it on a calendar and you either strip a healthy die too early or lose a good one mid run. The trigger has to match how the tool actually ages.

August 21, 2026
AUDIT · RECORDS
Evidence Control
What an auditor really checks in your maintenance records

An auditor asking for maintenance records is rarely counting whether you have them. They are checking whether the maintenance you scheduled is the maintenance that actually happened. Why PM adherence is the real test, and what a record has to show to pass it.

August 21, 2026
CONTROL · SPCUCLLCL
Quality Control
What Cpk value is actually acceptable?

Everyone quotes 1.33, and some customers want 1.67. Both are real, and neither is the whole answer. What sets the target, and why a Cpk on an unstable process is a number about nothing.

August 21, 2026
AUDIT · EVIDENCE?
VoraAudit
Proving which control plan revision was active on a given date

Auditors test which control plan revision governed the work on a past date, not just that a plan exists today. The revision and release records that answer the question, and why the current plan is not enough.

August 20, 2026
TOOL · DIE SET
Tooling
What an auditor wants to see about your critical spares

Proving critical spares are a controlled system, not a shoebox. The minimum-stock, movement and consumption records an auditor wants to see for a die or line, and why a full shelf is not evidence.

August 20, 2026
TOOL · DIE SET
Tooling
What an auditor wants to see in a die's maintenance history

When an auditor asks for the full maintenance history of a die, the last PM sheet is only part of the answer. The job cards, repairs, PM against produced-part counts, spare usage and release history all belong on the die record together.

August 20, 2026
CONTROL · SPCUCLLCL
Quality Control
What an auditor wants when a measurement goes out of spec

An out-of-spec reading is not the evidence. The response is. What an auditor wants to see after a measurement fails, and the record chain from the failed value to the action that closed it out.

August 20, 2026
CONTROL · SPCUCLLCL
Quality Control
Capturing quality data on a shop floor with dead wifi zones

Every plant has them. The corner behind the press line, the cell inside a steel enclosure, the spot where the tablet loses signal. If your quality capture dies with the wifi, the data ends up on paper. It does not have to.

July 17, 2026
CONTROL · SPCUCLLCL
Quality Control
Why SPC data cannot answer an auditor

A Cpk number in a spreadsheet is not process capability evidence. Without the characteristic, the specification limits, the sample window and the revision behind it, the number cannot answer the question an auditor actually asks.

July 4, 2026
CONTROL · SPCUCLLCL
Quality Control
Control plans should drive the inspection record

When the control plan and the inspection record are separate documents, the link between requirement and measurement has to be rebuilt manually. That rebuilding is where audit evidence breaks down.

June 6, 2026
AUDIT · EVIDENCE?
VoraAudit
How VoraAudit answers "show me evidence of..."

The auditor question is not "where is your folder?" It is "show me evidence that this control was in place." VoraAudit is built to answer that question from source records, not from a parallel file cabinet.

June 6, 2026
TOOL · DIE SET
Tooling
Tooling history is not a folder

When the auditor asks for the full service history of a tool, a folder of maintenance reports is only part of the answer. The job cards, repairs, PM records, spares usage and release history all belong together.

June 6, 2026
AUDIT · RECORDS
Evidence Control
Why manufacturers scramble before audits

The records existed. The work was done. But when the auditor arrives, teams spend days reconstructing evidence that should have been automatic.

June 6, 2026
CONTROL · PLAN
Manufacturing Control
Why manufacturing records disappear in spreadsheets

The spreadsheet has the number. But it does not know which tool made the part, which revision was active, who captured the measurement, or what happened when it went out of spec.

June 6, 2026
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