gerd wenning.

AI workshops

Understand AI.
Then use it yourself.

From a two-hour impulse to a full day with the whole team. Every workshop is billed by the hour at €50 — no flat rates, no discounts, no retainer.

  1. Freelancer working through a real task on a laptop in a small studio01

    AI for freelancers and small businesses

    We work on your own tasks: quotes, emails, copy, research, client requests, recurring office work. You get to know the tools that fit your everyday work and build a workflow step by step that you can keep using on your own.

    Duration
    2 or 4 hours
    Group
    1–5 people

    AI for freelancers and small businesses

    We work on your own tasks: quotes, emails, copy, research, client requests, recurring office work. You get to know the tools that fit your everyday work and build a workflow step by step that you can keep using on your own. The starting point is never the perfect tool, but the task that currently costs you time.

    Duration
    2 or 4 hours
    Group
    1–5 people
    Where
    Online or on site with you
    Price
    €100 / €200 — €50 per hour

    A typical 2-hour session

    1. Start with one real task · 15 minChoose a recurring task and define what a useful result looks like.
    2. Try it together · 35 minWork through the task with an AI tool, then improve the instructions and check the result.
    3. Build your own workflow · 45 minTurn the best approach into a reusable prompt or template for your everyday work.
    4. Data and next steps · 25 minCheck what information is safe to use and agree on one workflow to try this week.

    What you take away

    • One workflow that saves time in the first week
    • Your own templates and wording for recurring tasks
    • Confident handling of client and company data
    • Tools that fit your budget
    • A sense of when AI is the wrong answer

    You leave with a workflow you will use the next day.

  2. Teachers collaboratively preparing a lesson with worksheets and a laptop02

    AI for teachers and schools

    Lesson preparation, differentiation, worksheets, feedback, letters to parents: we look at where AI really takes work off teachers’ shoulders — and where it does harm didactically. Data protection, copyright and exam formats come up along the way, without turning into a lecture.

    Duration
    2, 4 or 8 hours
    Group
    Teaching staff, up to 20 people

    AI for teachers and schools

    Lesson preparation, differentiation, worksheets, feedback, letters to parents: we look at where AI really takes work off teachers’ shoulders — and where it does harm didactically. Data protection, copyright and exam formats come up along the way, without turning into a lecture. We work on material from your own lessons.

    Duration
    2, 4 or 8 hours
    Group
    Teaching staff, up to 20 people
    Where
    At your school or online
    Price
    €100 / €200 / €400 — €50 per hour

    A typical 2-hour session

    1. Bring a lesson · 20 minName a teaching task and the learning goal behind it.
    2. Create and adapt · 40 minDraft a worksheet or explanation, then adapt it for different learning levels.
    3. Review together · 35 minCheck accuracy, language, copyright and data protection in the material.
    4. Take it to class · 25 minPolish one resource for an upcoming lesson and discuss how to introduce AI literacy.

    What you take away

    • Prepare teaching material in minutes
    • Differentiation for different levels
    • The limits of data protection and copyright at school
    • Teaching AI literacy without forcing new tools on anyone
    • Templates for tasks, feedback and parent communication
    • What students already bring with them

    You leave the workshop with material for your next lesson.

  3. Two students comparing a school exercise with an AI learning tool03

    AI for students — learning with AI

    Students have long been using AI — mostly to hand work in rather than to learn. This workshop turns that around: have things explained, be quizzed, find your own mistakes, check results.

    Duration
    2 or 4 hours
    Group
    A school class or course, up to 30

    AI for students — learning with AI

    Students have long been using AI — mostly to hand work in rather than to learn. This workshop turns that around: have things explained, be quizzed, find your own mistakes, check results. We practise with the subjects and tasks that are actually coming up. It ends with the question of what each student can do alone and where AI merely helps.

    Duration
    2 or 4 hours
    Group
    A school class or course, up to 30
    Where
    In the classroom or online
    Price
    €100 / €200 — €50 per hour

    A typical 2-hour session

    1. Start with a school task · 15 minPick a topic that is coming up and note what you already understand.
    2. Ask, practise, explain · 45 minUse AI for explanations and practice questions, and ask follow-up questions when something is unclear.
    3. Check the answer · 35 minVerify claims and solve a task independently to catch mistakes.
    4. Make a learning plan · 25 minCreate a short practice plan and reflect on what you can now do without AI.

    What you take away

    • Use AI to explain and to quiz, not to copy
    • Check results and spot mistakes yourself
    • Build practice tasks and study plans for your own subject
    • What you must not type in — and why
    • An honest read on your own learning: what can I do, what can AI do?

    Afterwards everyone knows: AI can help with learning — the learning itself is still yours.

  4. Colleagues mapping an AI use case together in a meeting room04

    AI for teams and companies (in-house)

    A workshop at your office or online, with your processes, your tools and your cases. We find the tasks in the team where AI really changes something, try them out on real examples and write down what should apply afterwards: which data may go in, who checks the results, which workflows change.

    Duration
    2 to 8 hours
    Group
    5–20 people

    AI for teams and companies (in-house)

    A workshop at your office or online, with your processes, your tools and your cases. We find the tasks in the team where AI really changes something, try them out on real examples and write down what should apply afterwards: which data may go in, who checks the results, which workflows change.

    Duration
    2 to 8 hours
    Group
    5–20 people
    Where
    In-house with you or online
    Price
    From €200 — €50 per hour

    A typical 2-hour session

    1. Map team tasks · 25 minCollect recurring tasks and select one useful, low-risk use case.
    2. Prototype a workflow · 45 minTry it with a representative example and compare the output with the current process.
    3. Set guardrails · 30 minAgree on data boundaries, review steps and ownership.
    4. Commit to a pilot · 20 minRecord a small test, its owner and a date to review the result.

    What you take away

    • Find and rank the use cases in your own team
    • Put rules for data and approvals in writing
    • Check results and clarify who is responsible
    • Judge tools and costs realistically
    • Next steps that still stand four weeks later

    You end up with agreed next steps instead of a slide deck.

Try it first · free

See how a language model works
in the LLM Labor.

A free browser simulation for teaching: type a sentence and follow each step — tokens, vectors, attention, probabilities, the answer. It runs entirely in your browser without internet. The values are illustrative teaching values, not the prediction of a real model.

Open LLM Labor
  1. LLM Labor: text input and token IDs for the sentence “Die Sonne scheint”
    Steps 1–2: input and tokens
  2. LLM Labor: transformer network with attention and feed-forward layers, and attention weights
    Steps 4–5: network and attention
  3. LLM Labor: bars showing the probabilities of possible next tokens
    Step 6: probabilities for the next token

Next step

Which workshop
fits your group?

In the free 30-minute call we clarify the audience, the scope and the format — and whether a workshop is the right shape at all. We agree on place, duration and content in advance; billing is by the hour at €50.

30 minutes · free · personal

Let’s talk about your ideas.

Gerd Wenning · AI workshops & prototyping
Bavaria · working across Europe

Book a free 30-minute call