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AI implementation consulting

Get more output from every team you already have.

I study how your teams work, then show you which tasks to hand to AI agents, what to build or buy, and how to bring people along.

  • Any department
  • On site or remote
  • English or German
See what you get
A map of six departments. In each one, some tasks light up as work to hand to AI agents, and the rest stays with people.

Buying AI licences rarely changes how the work gets done.

Two versions of the same four-step workflow. In the first, an AI licence sits beside the work and output stays where it was. In the second, agents take over two of the steps and output grows.

AI bought

The licences are out, and the steps and hours are the same.

Work redesigned

Agents take steps over. Same people, more output.

AI agents pay off when you redesign the work around them. I show you how, one department at a time.

Who this is for

Better to know now than after the first call.

A good fit

  • More output without more hires
  • AI tools bought, work unchanged
  • Most work happens on a computer
  • Willing to change how the work runs

Not a fit

  • A board deck, with no change in the work
  • A reseller for one vendor's product
  • Cutting headcount as the main goal

What you get at the end

Six documents your teams can start on the Monday after the handover.

  • Work map

    Where the hours go today, task by task, from the people doing it.

  • Agent shortlist

    Tasks to hand to agents, ranked by hours freed and risk.

  • Build, buy or configure

    Each need matched to a named tool, or a brief for building it.

  • Leave-alone list

    What not to automate, and why.

  • People rollout plan

    Who starts, and what each team learns.

  • Baseline and metrics

    Today's baseline, then the figures that show output rising.

For any department Sales Marketing Support Operations Finance HR Engineering

What can follow

Training and development also stand on their own. After the roadmap, book one, both or neither.

  • Training for your teams

    For the people: hands-on, built on what the assessment found.

    See the training courses
  • Custom development

    For anything that needs building: custom agents and tools where nothing off the shelf fits.

    See what I build
  • Advice while you roll it out

    Check-ins as your teams carry out the plan: progress against the baseline, and what to adjust.

How an engagement runs

Three steps, starting with a conversation.

  1. 01

    A call about your situation

    30 minutes by video about where work piles up. Then we see together whether an assessment is worth it.

  2. 02

    Assessment

    On site or remote: interviews, watching the work, a look at your tools. The scope is agreed before it starts.

  3. 03

    Roadmap and handover

    A written roadmap, walked through with leadership. Then you decide who carries it out.

An engineer who studied people

I have done this before, inside my own company.

Photo of Luka Breitig

Automation I built

80% less manual work at The Happy Beavers

Six years as co-founder and CTO

Ran people at scale

150+ freelancers, run by a core team of 11

BSc Psychology

Working with Luka at The Happy Beavers was great for the business and for me personally. He sees the whole picture and still gets the details right. He looked at how our team actually worked, found what could be automated and built it, so eleven of us could run a network of more than 150 freelancers. He also brought the team along: he made difficult problems feel manageable, even interesting. If you want your business to grow without growing the team, Luka is the person to ask.

Liliia Yurchuk

Liliia Yurchuk

Co-founder, The Happy Beavers

A new service, built on what I did in my own company. I recommend tools on fit alone, because I resell none.

Frequently asked questions

Common questions about AI implementation consulting

It starts with a 30-minute call about your company and where work piles up. If an assessment makes sense, I spend time with your people, on site or remote: interviews, watching how the work flows, and a look at the tools and data you already have. You get a written roadmap and a session with your leadership to walk through it. After that, you decide whether to carry it out yourselves, with me advising, or with training or development.

The assessment itself is advice. You get the roadmap and choose who carries it out: your own team, an external partner, or me through development, which is a separate service with its own offer. The roadmap is yours whoever builds it.

The price depends on a few things: how many teams we look at, how big they are, whether I work on site or remote, and how much preparation the assessment needs. We look for an offer that works for both sides, and you get the price in writing before anything is booked. Anything after the roadmap is priced separately, and you are free to stop once you have it.

It depends on how many departments and teams are involved. The written quote includes the timeline, so you know it before anything is booked.

No. Much of what I recommend runs on tools your people can use without writing code, and I explain everything in plain language. Where something has to be built, I say so and say what it takes: your own developers, an external partner, or me through development. Someone who knows your systems helps, but the assessment does not depend on it.

Every assessment covers data protection. For each task I look at what data it touches and recommend set-ups that fit: EU-hosted services, business plans that do not train on your data, or keeping some work away from AI altogether. I am happy to sign an NDA before seeing anything sensitive. I am not a lawyer, so for final legal sign-off I work alongside your data protection officer.

English or German, whichever your teams work in. That covers the interviews, the leadership session and the written roadmap, on site or remote.

Whatever fits the task. I start with what you already pay for, then look at what to buy or build. I resell no tools, so the recommendation follows the work.

Consulting works out what should change: which tasks go to AI agents, which tools to use, and how to roll it out. Training teaches your people to do the work with agents, in hands-on sessions for engineering, marketing and leadership teams. An assessment can end with a recommendation for training, and training can show that the bigger lever is the process. You can book either on its own, or one after the other.

Have a question about bringing AI agents into your company?

Training, consulting or development?

One goal, three routes. Pick the one that matches where you are.

More output from the people you have

Training

Hands-on courses

Your people need the skills

What you book
A course for one team
What you get
Skills used the same day
When I leave
Your teams carry new skills
See the training courses
You're here

Implementation consulting

Advisory engagement

You need to know what to change first

What you book
An assessment of how you work
What you get
A roadmap: what agents take on, what to build or buy
When I leave
You know what to change, and in what order

Development

Custom software

You need something built

What you book
An agent, tool or product built for you
What you get
Working software, from concept to production
When I leave
Software that runs in your business
See development

Still not sure? You can combine them in any order. Ask, and we'll work out which comes first.

Further reading

What I've written on moving work to AI agents.

From chatbot to agent: a step-by-step model of how AI agents get work done

From chatbot to agent: a step-by-step model of how AI agents get work done

4 January 2026 Luka Breitig

Step by step, how an AI agent plans a task, uses tools and checks its own work, and how to tell which of your team's tasks it can take on.

Show me how your company works. I'll show you where AI agents add output.

A few lines about your team are enough. I reply myself, usually within a day.

In English or German, on site or remote, for any department. You get the price in writing before anything is booked.