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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

Embodied Carbon A1-A4: A Guide for UK Metal Fabricators

Customers now ask fabricators for embodied carbon per order. A1-A3 comes mostly from your mill’s EPD plus your own yield losses. A4 is your delivery. The rest belongs to the customer. This guide shows how to measure each figure from tonnes used, supplier GWP and delivery records. It covers how to manage the number, and which UK demands are mandatory, client-driven or still proposals as of October 2026.

Why PDF Mill Certificates Break Data Workflows

  • Ruth Kearney
  • Blog
  • Oct 5, 2026
  • Updated

Re-keying PDF mill certificates breaks heat-number traceability. Learn how to validate, extract and link certificate fields to stock records.

AI Energy Optimisation for Metal Fabricators: Guide

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

Join machine meters to jobs and material records, cut kWh per tonne of fabricated work, and verify net savings with an operator-reviewed pilot.

How digital Kanban cuts sheet metal delays

  • Ruth Kearney
  • Blog
  • Sep 30, 2026
  • Updated

Digital Kanban caps work in progress (WIP) at each sheet metal operation. Only jobs with confirmed material, certificate, revision and downstream capacity get released, so queues shrink between laser and press brake.

Inventory Platform Checklist for Steel Service Centres

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

A 7-test checklist for steel service centres buying an inventory platform. Put heat-number traceability first, test the messy shop-floor cases, and treat lost genealogy or hidden remnants as deal-breakers.

AI Compliance Tracking: Cost vs. Benefits

  • Ruth Kearney
  • Blog
  • Sep 25, 2026
  • Updated

Manual mill cert tracking is not free. Compare the labour, audit and error costs with AI tracking, and find your break-even in hours a month.

Sustainability KPIs for Metals Supply Chains

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

Carbon, scrap and recycled-content KPIs only survive an audit if they trace back to a heat number and mill certificate. This guide sets out which sustainability KPIs to track, how to split Scope 1, 2 and 3, and how to test each KPI against live production records. It also explains the GWP A1-A3 figure from supplier EPDs that UK customers ask for, and which demands are mandatory.

How to Use ISA-95 and Knowledge Graphs in Manufacturing

  • Ruth Kearney
  • Blog
  • Sep 21, 2026
  • Updated

Learn how ISA-95 supports manufacturing data models, system integration and knowledge graphs for MES, ERP and AI use cases.

How Industry Standards Boost Manufacturing Quality

  • Ruth Kearney
  • Blog
  • Sep 18, 2026
  • Updated

Learn how industry standards support manufacturing quality, cut defects, improve safety and keep production consistent across teams and sites.

Your ERP Calls It Traceability. It Isn't.

  • Steph Locke
  • Blog
  • Sep 15, 2026
  • Updated

ERPs give metals manufacturers a paper trail of stock movements and call it traceability. Real traceability means naming the exact heat, cert, and every stock movement behind any part, instantly, in both directions.

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