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Notas de um setor mal contabilizado

Investigação original, notas de método e notas de engenharia da construção de Kabaido. Todos os números trazem o seu grau de confiança.

Notas de método3 min de leitura

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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Investigação do setor

Dimensionamento original de uma força de trabalho que nenhum código de profissão capta, com todos os valores graduados.

Investigação do setor2 min de leitura

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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Investigação do setor2 min de leitura

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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Investigação do setor3 min de leitura

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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Por dentro do trabalho

O que o dia de um engenheiro de aplicação tem de facto e onde as encomendas ficam retidas.

Por dentro do trabalho3 min de leitura

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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Por dentro do trabalho2 min de leitura

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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Por dentro do trabalho2 min de leitura

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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Notas de método

Como medimos o que ninguém conta e as regras que mantêm os números honestos.

Notas de método3 min de leitura

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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Notas de método3 min de leitura

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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Notas de engenharia

Decisões da construção de Kabaido, desde fundamentar um modelo até contar em pence.

Notas de engenharia3 min de leitura

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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Notas de engenharia3 min de leitura

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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Notas de engenharia4 min de leitura

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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Notas de engenharia3 min de leitura

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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Notas de engenharia2 min de leitura

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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Veja o trabalho de onde vêm estas notas

Kabaido transforma RFQ, notas de encomenda e pedidos de serviço em respostas estruturadas, com a fonte indicada e com preço. Teste com um caso real.