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IF Staff Contributor

Digital Twins: Separating Hype From Operational Reality

March 29, 2026March 29, 2026 by IF Staff Contributor

Digital twins are being sold as a solution to almost every manufacturing problem. A clear-eyed look at where they actually deliver value.

Categories Industry 4.0 / Smart Factory Leave a comment

The Supply Chain Visibility Gap

March 29, 2026March 29, 2026 by IF Staff Contributor

Knowing where your inventory is sounds simple. For most manufacturers, it remains unsolved. The technology to fix it exists — the adoption does not.

Categories Supply Chain Tech Leave a comment

Predictive Maintenance Has a Data Problem

March 29, 2026March 29, 2026 by IF Staff Contributor

The promise of predicting machine failure before it happens is real. The data infrastructure required to deliver on it is not where most manufacturers think it is.

Categories AI in Manufacturing Leave a comment

The Real Cost of a Bad ERP Implementation

March 29, 2026March 29, 2026 by IF Staff Contributor

The invoice from your ERP vendor is the smallest number on the table. A full accounting of what a failed implementation actually costs.

Categories ERP & Enterprise Tech Leave a comment

Process Improvement Is Not a Project. It Is a Practice.

March 29, 2026March 29, 2026 by IF Staff Contributor

The companies that get lean right treat it as an operating system, not an initiative. The distinction changes everything.

Categories People & Process Leave a comment

ERP Selection for Mid-Market Manufacturers: What the Consultants Will Not Tell You

March 29, 2026March 29, 2026 by IF Staff Contributor

The selection process is broken in ways that consistently favor vendors over buyers. A clear-eyed guide to getting it right.

Categories ERP & Enterprise Tech Leave a comment
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