In an installation or technical company the biggest AI gains sit in looking things up and in administering the work, less in carrying out the work on site. Your company's knowledge is locked up in manuals, old job sheets and the heads of your experienced engineers.
An AI model that makes those documents searchable gives the engineer in the field the right answer within seconds. A focused first version is often running within a few weeks.
Three places where friction shows up every day:
- the engineer looking for information that already exists: a searchable knowledge base on your own documents saves the phone call
- the quote that sits waiting because the right prices and the previous proposal live in different systems: AI prepares a draft with the sources attached, you check and sign
- the job sheets that still have to be typed up in the evening: from a few spoken sentences AI produces a tidy report, and the engineer only has to check it
Important for the trade: let AI do the looking up and the preparing, but never the decision about safety or the installation itself. The qualified professional stays responsible.
In short: start with the knowledge base, because it touches every engineer every day, and agree one simple KPI: how many calls to the office disappear in the first month. And ask your engineers whether they trust the answer, because if they do not use it, the KPI only tells you half the story.