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Notes sur une industrie mal recensée

Recherches inédites, notes de méthode et notes techniques issues de la construction de Kabaido. Chaque chiffre porte son degré de confiance.

Notes de méthode3 min de lecture

When the buyer asks an AI instead of a search engine

Industrial buyers are starting to ask assistants, not search boxes. What that changes for a supplier's website, what it does not, and what we did to ours.

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Étude sectorielle

Une estimation inédite d’une population active qu’aucun code métier ne recense, avec un degré de confiance sur chaque chiffre.

Étude sectorielle2 min de lecture

You cannot hire your way out of a quoting backlog

The UK posts about 900 new application engineer adverts a month against a 27,200 base. What continuous re-hiring of a hard-to-define role really signals.

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Étude sectorielle2 min de lecture

Where £1.36bn of quoting capacity sits

UK application engineer pay barely varies by domain, so headcount is the whole map. Three domains hold 41.7% of it. A tour of a top-heavy market.

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Étude sectorielle3 min de lecture

The job title the labour market cannot see

Around 27,200 people in the UK do a job that official statistics cannot find. Here is what happens when a role spreads across sixteen occupation codes.

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Dans le métier

Ce que contient vraiment la journée d’un ingénieur d’application, et là où les commandes se bloquent.

Dans le métier3 min de lecture

How to specify an industrial machine knife

A machine knife order is three dimensions, a steel, a hardness and an edge. Most enquiries carry four of the six. Here is the full specification.

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Dans le métier2 min de lecture

What an RFQ actually contains

An RFQ looks like a document. It is closer to a scattered set of claims, each hiding somewhere else. How engineers read one, and how software should.

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Dans le métier2 min de lecture

Five tasks gate every industrial order

An application engineer's week holds fifteen different jobs. Follow the orders instead of the diary and it collapses to five, all of them specification.

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Notes de méthode

Comment nous mesurons ce que personne ne compte, et les règles qui gardent les chiffres honnêtes.

Notes de méthode3 min de lecture

Choosing a bandsaw blade in three questions

A bandsaw catalogue runs to hundreds of variants. The choice comes down to three questions and one rule about teeth. Here is the published maths.

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Notes de méthode3 min de lecture

How to measure a market nobody counts

No occupation code, no analyst report, no number to borrow. How we sized the UK application engineer market by triangulation, and kept it honest.

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Notes techniques

Des décisions prises en construisant Kabaido, de l’ancrage d’un modèle au comptage en pence.

Notes techniques3 min de lecture

What a plasma cut chart actually encodes

A clean plasma part and an evening of grinding dross differ by three numbers per material and thickness. Where they come from and why they drift.

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Notes techniques3 min de lecture

What a balustrade quote has to calculate

A metre of balustrade looks like a price per metre. It is a structure with a load case, and the load case moves the price. The working, in order.

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Notes techniques4 min de lecture

The soft jaw order hiding in a chuck model

A soft jaw enquiry looks like two words and a chuck size. The serration, the jaw envelope and the material are all implied. How a seller reads one.

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Notes techniques3 min de lecture

Teaching software to read like a domain engineer

A general AI model knows what a milling cutter is. It does not know your milling cutter. What it takes to ground a model in a real industrial domain.

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Notes techniques2 min de lecture

Why quoting software should count in pence

Binary floating point cannot hold a tidy decimal exactly. Charming in a tutorial, less so on a 4,000-line quote. A short defence of integer money.

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Voyez le travail dont ces notes sont issues

Kabaido transforme les demandes de prix, les bons de commande et les demandes de prestation en réponses structurées, chiffrées, sources à l’appui. Testez-le avec un cas réel.