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GoSmarter AI Blog

About this Section

About this Section

The GoSmarter blog covers AI and digital transformation from a metals manufacturing perspective. Practical use cases, implementation guides, industry strategy, and plain-English takes on the tech that actually matters on the shop floor.

No fluff. No thought-leadership waffle dressed up as insight. Just practical articles written for people who run metal cutting, distribution, and processing operations.

Topics covered include mill certificate automation, rebar cutting optimisation, scrap rate reduction, EN 10204 compliance, inventory management for steel stockholders, and the practical realities of replacing spreadsheets with AI-powered workflows. The blog also covers industry news relevant to UK and European metals manufacturers — tariffs, standards changes, and technology developments that affect your margins.

Articles are written for production managers, quality managers, operations directors, and business owners in metals manufacturing. Each post focuses on a specific, solvable problem: how to reduce scrap on a saw line, how to stop losing mill certificates, how to automate the cert-to-stock link without an IT project.

For deeper, structured guides on specific topics, see the GoSmarter hub pages — pillar content covering cutting optimisation, mill cert automation, yield tracking, and more.

Blog Posts

Heat vs Lot vs Batch Number: What's the Difference?

  • Steph Locke
  • Blog
  • Nov 6, 2026

A heat number tracks one melt, a lot number a stock group, a batch number a process run. See one heat split into two lots and two furnace loads.

Why an ERP Audit Log Isn't Enough for Metals Traceability

  • Steph Locke
  • Blog
  • Nov 4, 2026
  • Updated

An ERP audit log records field edits, not which heat went into which shipment. Use parent-child genealogy, certificate checks and a blind trace to prove it.

Automate Cutting Lists, Nesting and Scheduling Without MES

  • Steph Locke
  • Blog
  • Nov 2, 2026
  • Updated

Stop re-keying orders and stock. Automate cutting lists, offcut tracking and nesting hand-offs without a full manufacturing execution system (MES).

EN 10204 3.1 vs 3.2 Certificates for Fabricators

  • Steph Locke
  • Blog
  • Oct 28, 2026
  • Updated

Ordering the wrong EN 10204 type risks rejected stock. See how 3.1 and 3.2 differ, who validates each, and what to check at goods-in.

Barcode vs RFID for Metals Inventory: The Real Accuracy Gap

  • Steph Locke
  • Blog
  • Oct 26, 2026
  • Updated

Barcode or RFID for metals stock? Judge both by wrong locations, stale weights and corrections per 1,000 movements, then test them on your own floor.

How to Trace a Heat Number Back to Its Mill Certificate

  • Steph Locke
  • Blog
  • Oct 23, 2026
  • Updated

Trace a heat number to its mill certificate in five steps. Match the receipt chain, check the certificate and hold stock until quality approves.

AI Production Scheduling for Metal Fabricators: Where to Start

  • Steph Locke
  • Blog
  • Oct 21, 2026
  • Updated

Start AI production scheduling on one bottleneck. Clean the data, record a two-week baseline, test disruptions and decide whether to expand, refine or pause.

How to Read a Mill Test Certificate: A Field Guide for Quality Managers

  • Steph Locke
  • Blog
  • Oct 19, 2026
  • Updated

Mismatched mill certificates risk wrong releases. Check traceability, chemistry and mechanical results in order, and hold anything unresolved before release.

Buy Software Like a Millennial: Try It First, Talk Later

  • Steph Locke
  • Blog
  • Oct 7, 2026

Gated demos, discovery calls and paid pilots are a slow way to buy software. Here is how to test a platform on your own data before anyone phones you.

How Real-Time ERP Data Cuts Scrap Surprises

  • Steph Locke
  • Blog
  • Oct 7, 2026
  • Updated

Late Enterprise Resource Planning (ERP) postings hide scrap until the order closes. Count every kilogram, trace it to a coil or heat, and set shift alerts that stop drift in time.

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