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Use AI in your real work—without becoming an AI expert.

One-to-one sessions to learn AI through your own work, or a custom automation built for your team. Either way, you leave understanding what changed and why.

You have access to AI. It still has not changed how the work gets done.

Your context and standards travel with the task. You make the final decision.

Before
  • Scattered context

    Standards need finding

  • AI guesses

    The steps change each time

  • You rebuild

    Rework instead of review

After
  • Known context

    Standards are ready

  • AI begins

    The steps are repeatable

  • You decide

    Review instead of rebuild

Your task · A working workflow · You review

Real context and standards, built and tested together, then run and judged by you.

You’ll understand why the tool works, not just that it works.

Choose your option

Two ways to work with me.

Learn to use AI in your own role, or improve the way a whole team gets work done.

90-minute AI workflow session

For one person with one recurring task.

  • We build and test it together.
  • You leave able to run and adapt it.
  • Remote · from €300.

Custom automation

For teams or done-for-you work.

  • Diagnosis, implementation, testing and handoff.
  • Built inside your tools or as a lightweight internal system.
  • Scope and price agreed after the call.

One-to-one sessions

First I understand the work. Then we learn by building.

We start with your role, your tasks and what you currently believe AI can do. That context shapes the session that follows.

Book an intro call
01

Intake

You tell me about your role, the work on your desk and where AI feels unclear.

02

Your plan

I map the useful opportunities and propose a focused plan around your work.

03

Align

We agree on the outcome, tool and scope before we start.

04

90-minute session

We build on your real material, test it and make the reasoning clear.

Custom automation for teams

Build a better process. Then make sure the team can run it.

I investigate the work behind the request, find the processes worth improving, and build a custom solution with your team’s context in it. Then I train the people who will use it, so it becomes part of the work—not another vendor dependency.

Book an intro call
01

Investigate processes

We look for repeated work, bottlenecks and decisions worth improving.

02

Build the solution

I design and build a custom workflow inside your tools or as a lightweight internal system.

03

Train your team

Your team learns how it works, where to review it and how to own it afterwards.

Daryna Halavan

Daryna Halavan

Senior product judgment, applied to AI workflows.

I help experts and small teams decide what is worth automating, then build and test it on real work. If AI isn’t the right answer, I’ll say so.

Recommendations on LinkedIn

Questions.

Do I need technical experience?

No. If you can use a browser and explain your work, that is enough.

Will I understand AI better afterwards?

Yes. We build on your real work and make the choices, limits and review points clear.

What does a custom solution look like?

It can be a workflow inside your existing tools or a lightweight internal system, scoped around the work worth improving.

Who owns the automation afterwards?

You do. Your team receives the working setup and documentation needed to run it.

How do you train the team?

We use the real workflow and real examples, so the people using it understand how it works, where to review it and how to adapt it.

Let’s find the useful next step.

Book a short intro call to talk through a one-to-one session or a custom automation for your team.

Choose how to work with me