Some problems aren't about time. They're about consistency. The same job gets done three different ways, depending on who's doing it, and the knowledge of how to do it well lives in one person's head.
What it looks like
- Everyone using AI their own way, or not at all
- No standard for what goes out the door: quotes, emails and reports all look different
- Key knowledge held by one person, so everything stops when they're away
- New hires taking months to learn "how we do things here"
An example
A small accounting practice has three staff who each prepare client year-end packs differently. The most experienced person's packs are excellent, but her method isn't written down anywhere. When she goes on vacation, quality drops and clients notice.
What AI can do
AI is surprisingly good at helping capture and spread how work is done:
- Turn knowledge into written steps. Record your best person explaining a task out loud, then have AI turn the transcript into a clear, step-by-step guide.
- Create checklists and templates from your best examples, so everyone starts from the same place.
- Build an internal assistant that answers "how do we do this?" from your own guides.
- Set shared AI guidelines so everyone uses the same approved tools, the same way, safely.
A simple first step
Pick the one task that depends most on a single person. Ask them to walk through it out loud while recording, as if training a new hire. Ten minutes is plenty. Then use an AI assistant to turn the transcript into numbered steps, and ask that person to correct it.
What to watch for
- The expert must review the written version. AI tidies up the words. It doesn't know what's missing.
- Keep guides short and findable, or nobody will use them.
- Update guides when the process changes.