Instructions with context
Practice defining a task, supplying context and describing a useful result.
03 / SERVICESAI / AUTOMATION / PEOPLE
Learn AI.
By doing.
I help teams use AI tools on real tasks, evaluate results and understand limitations. We start with how you work, not a list of features.
Let’s talkWho it is for
For teams with access to AI tools that want to move from individual experiments to clear, useful everyday practices.
Where it can help
Checking responses
Compare output against sources, identify assumptions and discuss when a response is not reliable enough to use.
A team workflow
Take a recurring task and try an AI-assisted approach with explicit review points.
Possible use cases, not client results.
What we can deliver
- Practical sessions adapted to participants’ experience and tasks.
- Exercises and working examples based on agreed scenarios.
- Guidance for evaluating responses and handling data.
- Documentation and next steps to continue learning.
Exact deliverables are agreed together, based on scope and available access.
How we work
Choose relevant situations
Discuss roles, current experience, approved tools and the tasks your team wants to improve.
Practice together
Work through examples, compare results and adjust the approach. Use only data appropriate for the chosen tools.
Apply and adapt
Define practices the team can repeat and identify questions that need more exploration.
Limits, from the start
Training does not replace internal data and access policies. Examples must respect those rules, and confidential information should not be entered into unapproved tools.
Common questions
Do participants need to know how to code?
Not for sessions on practical use of AI tools. For integration or development topics, we adapt the content to the group’s technical experience.
Can we use our own tasks?
Yes, that is the starting point. We select examples together and use approved, anonymized or fictional data as appropriate.
How do we choose the format and duration?
We start with objectives, group size, participants’ experience and available time. Then we agree on topics, format and duration rather than assuming one session suits everyone.
What should your team
be able to do?
Tell me how many people are involved, which tools you use and which tasks you would like to approach with AI.
Let’s talk