Quality
Quality Control for Metals Manufacturers
Quality issues are expensive twice over. First when the defect happens. Then when you spend weeks doing root cause analysis. Manual inspection, sampling one part in fifty, and chasing down missing mill certificates are all symptoms of the same problem: quality processes that haven’t kept up with your production volumes.
AI changes that. Real-time monitoring catches process drift before it becomes scrap. Automated certificate management means every heat number is traceable and every audit is a non-event. Statistical process control gets smarter when it has access to every data point instead of a sample.
Posts here cover defect detection, SPC, mill certificate compliance, scrap reduction, and audit readiness. Built for manufacturers who want to stop firefighting and start preventing problems.
Your Factory Dashboard Is Missing These KPIs
- Steph Locke
- Blog
- Mar 24, 2026
- Updated
Discover the 8–10 KPIs metals manufacturers should track — OEE, scrap rate, energy per tonne, and embodied carbon — all in one real-time dashboard.
Read More: Your Factory Dashboard Is Missing These KPIsData-Driven Lean Manufacturing: Benefits and Tools
- Ruth Kearney
- Blog
- Mar 21, 2026
- Updated
Stop running your shop floor like it’s 1985 — replace manual data and legacy ERP with AI + IoT to cut downtime, scrap and admin drudgery.
Read More: Data-Driven Lean Manufacturing: Benefits and ToolsGoSmarter vs Generic OCR/IDP Tools for Mill Certificates: Why Metals-Specific AI Wins
- Ruth Kearney
- Blog , Learning
- Mar 6, 2026
- Updated
Generic OCR and IDP tools fall apart on real-world mill certificates — multi-heat documents, non-English formats, domain-specific data. GoSmarter was built specifically for metals, and it shows.
Read More: GoSmarter vs Generic OCR/IDP Tools for Mill Certificates: Why Metals-Specific AI Wins5 Problems That Are Killing Your Production (And How to Fix Them)
- Steph Locke
- Blog
- Jan 13, 2026
- Updated
Reduce downtime, stop making scrap, and stop wasting money.
Read More: 5 Problems That Are Killing Your Production (And How to Fix Them)10 Signs Your Metal Shop Needs Process Automation
- Steph Locke
- Blog
- Dec 12, 2025
- Updated
Manual processes are holding many metal shops back—rising costs, quality variation and bottlenecks show it’s time to automate.
Read More: 10 Signs Your Metal Shop Needs Process Automation5 Best Practices for Managing Manufacturing Documentation
- Steph Locke
- Blog
- Dec 9, 2025
- Updated
Standardise, digitise and automate manufacturing records to improve traceability, version control and audit readiness.
Read More: 5 Best Practices for Managing Manufacturing DocumentationThe Complete Guide to Streamlining Metal Fabrication Operations
- Steph Locke
- Blog , Learning
- Dec 8, 2025
- Updated
How UK metal fabricators can reduce waste, cut lead times and boost output using workflow mapping, KPIs, AI scheduling and automation.
Read More: The Complete Guide to Streamlining Metal Fabrication OperationsDetecting defects with AI - a computer vision challenge
- Steph Locke
- Archive , Blog
- May 5, 2021
- Updated
With the pace of output on machines ever increasing, quality control becomes a lot tougher. Using AI to detect defective products sooner can help scale your quality processes and avoid significant stops.
Read More: Detecting defects with AI - a computer vision challengeCategories
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