About Us | DykeArt Problem Solving Solutions
About Us | DykeArt Problem Solving Solutions

Articles & Insights

Practical Takes on Quality & Problem Solving

Real-world articles on complaint handling, defect prevention, and building stronger quality systems — written for people who deal with these things every day.

Manufacturing Quality Blog — 8D Reports, Root Cause Analysis & Complaint Handling

How to deal with a supplier about non-written specification: what to implement now when you can't wait for an official change

Published on: 22/10/2026

No written spec, no time to wait for an official change? Here's a practical step-by-step guide for quality engineers handling supplier disputes right now.

supplier qualitycorrective actionmanufacturing documentationtime pressurework instructionsquality engineering
How to deal with a supplier about non-written specification: what to implement now when you can't wait for an official change

Supplier claim meeting: what to do when your supplier won't react at the right speed

Published on: 21/10/2026

Practical steps for your next supplier claim meeting when the supplier's response doesn't match the criticality of the issue. Real actions, no fluff.

supplier qualitycorrective action8D reportroot cause analysiscustomer claimcomplaint handling
Supplier claim meeting: what to do when your supplier won't react at the right speed

Do companies need a quality engineer? a reality check for manufacturers

Published on: 14/10/2026

Yes, most manufacturers need a quality engineer. Here is what the role actually does, when it pays off, and what happens when you skip it.

quality engineeringmanufacturingroot cause analysiscorrective actionppmquality management
Do companies need a quality engineer? a reality check for manufacturers

Free 8D Report Guide — 30 Pages, 5 Real Cases, Excel Template

Published on: 25/09/2026

Free 8D report guide download — 30 pages, 5 anonymized rejected 8Ds with the rewrites that got accepted. Bundled Excel template. One email, no upsell.

8Dfree 8D guide8D templatequality engineeringIATF 16949manufacturingsupplier quality
Free 8D Report Guide — 30 Pages, 5 Real Cases, Excel Template

Internal or external training for engineers: which one actually works?

Published on: 12/09/2026

Internal or external training for engineers? We break down which approach delivers real results on the production floor — and when to adjust the book content.

quality engineeringproblem solvingmanufacturingquality managementwork instructionsknowledge management
Internal or external training for engineers: which one actually works?

How do you know which candidate will be the best engineer for you?

Published on: 30/08/2026

Resume, experience, impression — how do you actually pick the best quality engineer? Here's a practical framework for production site leaders who can't afford to guess.

quality engineeringproblem solvingroot cause analysismanufacturingquality managementteamwork
How do you know which candidate will be the best engineer for you?

Real-Time Quality Data: Catch Defects Before They Become Scrap

Published on: 22/08/2026

Real-time quality data helps production sites catch defects early, find root causes faster, and stop scrap from eating your profit margin.

root cause analysisscrap reductiondefect reportingcontainmentmanufacturingquality control
Real-Time Quality Data: Catch Defects Before They Become Scrap

Skilled-Labor Shortage: How to Hold Quality and Throughput on the Floor

Published on: 22/08/2026

Skilled-labor shortages don't have to kill throughput or quality. Here's a practical, step-by-step approach for production sites to hold both.

manufacturingquality controlwork instructionsprocess documentationcontainmentquality improvement
Skilled-Labor Shortage: How to Hold Quality and Throughput on the Floor

Can a Process Engineer Be a Good Quality Engineer? A Reality Check

Published on: 12/07/2026

Can a process engineer transition into quality engineering, or is it a born talent? A practitioner's reality check on skills, mindset, and what actually transfers.

quality engineeringroot cause analysiscorrective actionmanufacturingproblem solvingquality culture
Can a Process Engineer Be a Good Quality Engineer? A Reality Check

Fast, Good, or Cheap Claim Handling: Which Two Can You Actually Choose?

Published on: 06/07/2026

In claim handling, you can only pick two: fast, good, or cheap. Here's what that trade-off really means for automotive quality engineers and suppliers.

complaint handlingcustomer claimcorrective action8Dcontainmentsupplier quality
Fast, Good, or Cheap Claim Handling: Which Two Can You Actually Choose?

Die Maintenance Schedules and Scrap Reduction: A Quality Engineer's Reality Check

Published on: 05/07/2026

Learn how systematic die maintenance schedules directly cut scrap rates. A practical, step-by-step guide for quality engineers and manufacturing teams.

scrap reductionroot cause analysisppmcorrective actionmanufacturingquality control
Die Maintenance Schedules and Scrap Reduction: A Quality Engineer's Reality Check

Is 0 PPM for 0 km Claims Actually Achievable? A Quality Engineer's Reality Check

Published on: 02/07/2026

Can you really hit 0 PPM for 0 km claims? A practical quality engineering breakdown of what's possible, what's not, and how to get as close as the data allows.

customer complaintppm
Is 0 PPM for 0 km Claims Actually Achievable? A Quality Engineer's Reality Check

How to Reduce Customer PPM in Automotive: A Step-by-Step Guide for Suppliers

Published on: 02/07/2026

Learn practical steps to reduce customer PPM in automotive manufacturing — from containment to root cause analysis and sustainable corrective action.

corrective actionroot cause analysiscontainmentcustomer complaintIATF 16949supplier quality
How to Reduce Customer PPM in Automotive: A Step-by-Step Guide for Suppliers

The 24-Hour Claim Deadline: Fast Investigation Without Guesswork

Published on: 14/06/2026

The customer wants an answer in 24 hours. How to contain fast, check the data in 30 minutes, and avoid naming the wrong root cause.

root cause analysis8Dmanufacturing
The 24-Hour Claim Deadline: Fast Investigation Without Guesswork

5 Why Root Cause Analysis With AI: A Walkthrough

Published on: 07/06/2026

5 why root cause analysis with AI — a worked walkthrough. Stop reaching the answer you wanted. Reach the answer the evidence supports.

5 Whyroot cause analysisRCAAIquality engineering8DIATF 16949manufacturing
5 Why Root Cause Analysis With AI: A Walkthrough

When Your Customer Has Already Said No — Reopening a Closed Quality Claim

Published on: 25/05/2026

How to reopen a rejected 8D report after the customer has said no twice. Five moves — language, structure, evidence, pre-meet, fresh send — that work.

8Dquality engineeringsupplier qualityroot cause analysismanufacturingIATF 16949
When Your Customer Has Already Said No — Reopening a Closed Quality Claim

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