LLM Implementation Insights: Manufacturing & Software Case Studies + EU AI Act

**Overview**
A practical, comparison-driven session on what actually happens when LLM projects go to production—across two very different environments: a regulated international medical company and a mid-sized software company. We’ll distill the key implementation takeaways, share patterns that worked (and the ones that didn’t), and close with a clear, non-lawyer intro to what the EU AI Act means for teams building and deploying AI systems.

You’ll leave with:

* A checklist of “production reality” lessons learned from two real implementations
* A simple EU AI Act primer: risk categories, obligations, and what to do next as builders

**Agenda**
6:00pm – 6:30pm: Networking – food & drinks
6:30pm – 8:00pm: Presentation & discussion
8:00pm: Networking at [Lake Monster Brewing](https://www.lakemonsterbrewing.com/)

**Meet Our Featured Speaker**
[Jakub Orczyk](https://www.linkedin.com/in/jakub-orczyk-14a3a72/) is a Managing Partner and Board Member at [VM.PL Software House](https://vm.pl/). The company delivers AI/ML solutions for manufacturers and other companies, drawing on cross-market experience in the EU (especially the DACH region) and the United States. The company’s experience spans industrial tech (semiconductors), healthcare, financial services, and more, with hands-on, ROI-focused applied AI/ML case studies.

**Sponsors**
This event is sponsored by [Lab651](https://lab651.com/) & [Recursive Awesome](https://recursiveawesome.com/)