Julien Florkin

AI & Technology

Technology is useful when it makes the work clearer.

Practical help with AI, automation, data and tools. Start with the work, then use technology where it saves time, improves quality or makes a decision easier.

Julien Florkin connecting a technology workflow to practical work

Explore the area

Four things to make clear before adding a tool

  1. The task

    Name what must be produced, checked, explained or decided.

  2. The information

    Know what goes in, where it comes from and whether it can be trusted.

  3. The judgement

    Keep expertise, responsibility and important context visible.

  4. The conditions of use

    Define ownership, limits, quality checks and the handling of exceptions.

What this looks like

Useful AI usually starts with an ordinary work problem.

Repetitive administrative work takes time away from work that needs more judgement.

Useful information exists, but people cannot find it, combine it or use it quickly.

You want AI assistance without losing oversight, quality or responsibility.

A practical next step

Considering AI or automation for a real task?

Start with what happens today and what you want to make easier. The technology comes second.

Talk about the task Tell me what goes in, what should come out and where human judgement must remain. Contact me

More ways to continue are coming

These will be added only when they are genuinely useful.

  • Free resourcesPractical tools and guides Coming soon
  • Learn to do it yourselfPaid lessons with a clear method Coming soon
  • Get a paid reportA structured analysis of the subject Coming soon