Steel

After a Disappointing Digital Rollout: Four Things Steel Mills Do Differently Next Time

Name: CamelCase Collective
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Proven digital transformation in steelmaking isn’t about hype — it’s about how you deploy. In this article, we analyze why around 70% of digital projects underperform and detail how mills that rebound do so by redefining their approach: precise problem definition, minimal scope, workflow-aligned integration, and rigorous tech evaluation. If a past deployment failed at your mill, learn the practical criteria and steps other operations used to turn the next one into a success.

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Fero Labs

Carnegie Mellon University’s CISR Partners with Fero Labs to Shape the Next Generation of AI-Driven Steel Innovators

Carnegie Mellon University’s CISR and Fero Labs announce a partnership bringing explainable AI, real industrial datasets, and mill-ready decision tools into CMU’s steelmaking research curriculum — preparing metallurgists and process engineers to drive efficiency, sustainability, and the future of steel production.

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Digitalization

Why Some Digital Projects Fail to Deliver - and How to Ensure Yours Succeed

Steel and chemical operations are proving that AI and digital transformation can work. See how explainable machine learning and focused deployment help rebuild trust and deliver real results in production.