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AI fundamentals for teams

From AI hype and buzzword slides to a clear read on where AI actually helps in your work, and where it does not. For teams who want to understand cloud versus local models, RAG, and GDPR questions, not just try ChatGPT once.

Presenter explains a topic on artificial intelligence and big data to a small audience in front of a projection screen
Photo: Mikael Blomkvist / Pexels

Audience and level

Business units, leads, and IT-adjacent teams who want a grounded assessment instead of hype or panic. No coding experience needed for the fundamentals part. For the technical deep-dive (RAG, local models) a basic grasp of databases or APIs helps, but is not required.

Duration and format

Typically 1 day of fundamentals, optionally a second day of technical depth for IT-adjacent roles. Remote with a second monitor or in-house, 4 to 12 participants recommended.

Agenda (day 1, optional day 2)

  • Day 1 morning: Where AI realistically helps in daily work, where it does not
  • Day 1 afternoon: Cloud vs local models, GDPR and the EU AI Act in practice
  • Day 2 morning: RAG basics, making your own documents searchable, with citations
  • Day 2 afternoon: Prompting fundamentals, overview of n8n/MCP as orchestration

Typical issues we address

Does this need to run locally, or is cloud enough? What does GDPR actually mean for our documents? What is RAG, and why is it not a product you simply buy? We work through this on your real use cases, not slideware.

Request AI training

Briefly describe your use case and data context (cloud, local, public sector). I will suggest 1 or 2 suitable days.

Related topics

Contact for schedule and format