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Read the 2026 industry-by-industry analysis

The analysts spent 12 months inside the connected worker market. The industry chapters alone are worth your time: high-t…

Managing yesterday, because that’s when the numbers arrive.

You find out yesterday went sideways at this morning’s standup, when there’s nothing left to do but explain it. By then …

300 parts, one guided assembly process.

Step-by-step guidance at the station shows operators what to do, when to do it, and why it matters. The complexity lives…

You can't train for a product that's never been built before.

Half your portfolio is standard, the other half is customer specials. You cannot train operators on a build that has nev…

What happens to the line when your best operator is off?

Every line has the operator who just knows the tricky build. Great, until they’re on holiday, off sick, or moved to days…

A check you can’t trace is a recall waiting to happen.

“The end-of-line test came back clean. No deviations.” Six weeks later a retailer flagged the whole delivery, and the sa…

Trained once. The spec moved on without them.

“I built it exactly the way I was trained.” The spec had moved to a new revision three weeks earlier. Nobody told the li…

Why ETAP chose Azumuta over two other platforms.

ETAP builds luminaires in a 50/50 split: standard products and customer specials. They compared three vendors and chose …

Could you prove it, if the auditor asked today?

“We passed the ISO audit.” Ask how, and nobody on the floor can tell you. When your evidence lives in binders, exports a…

By the time you trace the defect, you’ve shipped more.

The complaint comes back months after the unit shipped. Now you’re reverse-engineering what happened on which line, on w…

"Comment "MANIFESTO" below and I'll DM you the link. 🚀📈" … Just kidding! 😅 I'm not that kind of influencer. (Not yet…

Hit today’s number with the team you actually have.

“We had three experienced assemblers on that line.” Two left in Q3. The new hires were inconsistent for six weeks, and n…

Lost hours on the line are lost margins

Time lost to rework, changeovers, and unclear instructions is margin you never get back. Frost & Sullivan's analysis sho…

Get the independent 2026 analysis

Twelve months of independent analysis on the augmented connected worker market. What the analysts found, and why it matt…

An independent read on the connected worker market

Evaluating connected worker platforms? Read an assessment written by analysts with no stake in your decision.

Download the Re:Manufacture Manifesto, free.

Europe is not weak. We are just underusing what we already have. That's what Stéphane Garelli, Peter Wennink, Joeri Scha…

A ticked box is not a quality record.

A checklist ticked by hand proves a box was ticked. It doesn’t prove the check was done, by whom, against which spec, or…

"The ChatGPT moment for robotics isn't here yet." Not the words of an Altman-critic, but those of a UGent robotics prof…

When the BOM grows 10x, the operator carries the difference.

Your BOM just went from 30 parts to 300. The appliance got more complex. The assembly station didn't. Now every unit dep…

Download the Re:Manufacture Manifesto, free.

On March 17, four of the most honest voices in European manufacturing sat in one room and said the things that don't get…

Tribal knowledge is walking out the door

Every retirement takes decades of shop floor know-how with it. This analysis shows how manufacturers capture that knowle…

The change you approved never reached the line.

The spec changed three weeks ago. The line never heard. The operator built it exactly the way they were trained, which i…

The execution gap, explained by independent analysts

Engineering digitized fast while the shop floor still runs on paper and tribal knowledge. Frost & Sullivan calls it the …

As most of you know, last September I left the world of SMEs and entered the world of Manufacturing at Azumuta. Quite an…