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DTSTART;TZID=-06:00:20260305T180000
DTEND;TZID=-06:00:20260305T200000
DTSTAMP:20260302T211851Z
CREATED:20260302T211849Z
LAST-MODIFIED:20260302T211851Z
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SUMMARY:LLM Implementation Insights: Manufacturing & Software Case Studies + EU AI Act
DESCRIPTION:**Overview**\nA 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. \nYou’ll leave with: \n* A checklist of “production reality” lessons learned from two real implementations\n* A simple EU AI Act primer: risk categories\, obligations\, and what to do next as builders \n**Agenda**\n6:00pm – 6:30pm: Networking – food & drinks\n6:30pm – 8:00pm: Presentation & discussion\n8:00pm: Networking at [Lake Monster Brewing](https://www.lakemonsterbrewing.com/) \n**Meet Our Featured Speaker**\n[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. \n**Sponsors**\nThis event is sponsored by [Lab651](https://lab651.com/) & [Recursive Awesome](https://recursiveawesome.com/)
URL:https://minnestar.org/calendar2/llm-implementation-insights-manufacturing-software-case-studies-eu-ai-act/
LOCATION:Lab651\, 550 Vandalia St #231\, St Paul\, MN\, 55114\, United States
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