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MHChief of Staff

In operation since April 2026

What would a chief of staff take over first?

My chief of staff is an AI. It lives in my notebook, runs on my own server and has looked after taxes, mail, the rented flat and travel since April 2026.

Built. Running. Proven.

The cases → How it works

183days in operation
1,423documents in the archive
52procedures it knows

Counted when this page was built, as of 24 October 2026.

How it works

How does a notebook turn into a member of staff?

A call travels through the context drawers and becomes a staff member with a resultMe
One call. Four drawers. One member of staff who knows exactly this job.

The drawers, the rules, the server →

How it came about

How does a director of software engineering end up building his own chief of staff?

World map: countries visited and the route of the 2010–2012 circumnavigation

Two years alone around the world, 200 conversations in 40 languages. The lesson from back then: context is what makes data valuable. True for travel. True for AI.

Context is everything

An AI is only as good as the context it is given. And that can be built.

Seeing is believing

Anyone who wants to lead AI has to use it first-hand. Only then is it clear what it should do for the team.

Knowledge grows when shared

The setup goes out as a template to family and colleagues, without a single private line.

Honestly

And when it gets things wrong?

16self-corrections in a single day
around €56,500false booking prevented
63 of 210transactions silently dropped
1prompt injection in live operation

Every mistake, dated →

What comes next

What comes next?

  1. Every piece of correspondence becomes a caseWith a deadline, a follow-up and a ready-made reminder draft: the letter to the grid operator as the rule, not the exception.
  2. The family assistantSchool letters become appointments and packing lists. The meal plan fills the shopping basket. One page for my wife and me.
  3. The photo machineAfter a holiday, the 100 best pictures are on the phone the same evening. Curation is a metadata problem.
  4. Agents that run as a teamSeveral assistants in parallel, permanently in the background, taking orders where people already write: chat instead of tool.
  5. An operating model to pass onThe pattern can be handed over — the data stays with its owner.
  6. From experiment to unitWork is the harder test: approvals, confidentiality, change. How it goes on there is a conversation.

Built. Running. Proven.

Mathias Hentrich

Dr. Mathias Hentrich

Director of software engineering at a software company, unit of around 300 people. Before that strategy consulting, twelve years as an entrepreneur, two years alone around the world, a PhD in plant physiology.

mathias@hentrich.org · LinkedIn