Capturing senior technician knowledge before they retire
June 25, 2026 · 5 min read · KobiKan team · Touch4IT
The most valuable knowledge in a factory was never written down. It lives in the heads of five or six people who have been there 20+ years. AI can now capture it without costing the seniors extra time.
Why classic solutions fail
Wikis, SharePoint, Confluence — all tried. The reality: a senior technician doesn't have two hours a day to write. And when they do, juniors can't find it because they don't know what to search for.
The fix isn't a better editor. It's a change of format — from writing to speaking.
Voice logbook in practice
After each repair, the technician dictates 30–60 seconds: what happened, what they did, what to watch out for. AI turns it into a structured record with tags (machine, part, symptom) and makes it instantly searchable for the whole team.
For the senior it's zero extra time. For the junior it means the next time the same case appears, they find it in 3 seconds.
What it looks like after a year
A living knowledge base that grows on its own. Typically 1,500–3,000 records after a year, covering most recurring situations.
When a senior leaves, their way of approaching problems stays in the system — including the phrasing juniors actually understand better than a dry manual.