Perspectives

Numbers operators can stand behind.

Short reads on energy, plant effectiveness and shop-floor AI — written for people who run halls and lines, not for slide theatre.

Spotlight

Manufacturing

Shop-floor AI, after the meters work.

Most factory AI projects stall for a boring reason: the line still cannot say, with timestamps, what was good, bad, running or stopped. Models need that dirt before they need a pitch deck.

22 Aug 20258 min readEditorial

Read: Shop-floor AI, after the meters work.

Manufacturing

OEE that points at the real loss.

7 May 20257 min read

Data center

PUE, without the vanity slide.

14 Feb 20256 min read

Tell us the problem — we'll shape the solution.

A short discussion. No pitch theater. We listen, then compose a clear path.

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