AWS AI in Action
During the AWS AI in Action, we share real-world AI case studies from across EMEA and Poland, then help participants turn business ideas into working AI prototypes with hands-on guidance from AWS and Chaos Gears experts.
Agenda
- Making LLMs cheap — how SLMs are becoming the future of cost-efficient AI
- Proof it works — real case studies
- Beyond the Proof of Concept: Getting AI into production
- Prototype kickoff — working backwards
- Build Sprint #1 — hands-on prototyping
- Build Sprint #2 — from demo to prototype
- Show & Tell — lightning demos
Key topics
- practical framing for builders & decision-makers;
- real SMB deployments from across EMEA and Poland;
- how to get from idea to production;
- AI economics and cost control.
Speakers

Jakub Forysiak
AI Solutions ArchitectJakub leads AI projects end to end – from first concept to production. His role is to bridge strategy and engineering, architecting solutions that combine clean design with robust performance. Whether it’s Generative AI, workflow automation, or advanced decision systems, his focus is the same: solutions that scale, perform, and hold up in the real world.

Krzysztof Fudała
AI Solutions ArchitectAn AI Solutions Architect specializing in production-ready AI systems. For nearly a decade, he has been the “go-to” engineer when companies face complex data challenges or unsolved problems, leading projects end-to-end, from problem definition to final deployment, delivering reliable AI solutions with high code quality and clean architecture.
Notes
- The event takes place at the AWS Headquarters in Warsaw (Towarowa 28, 9th floor, Generation Park Z).
- Workshop is free to attend, but seats are limited and registration is required.
- This hands-on, one-day workshop helps participants turn a business idea into a working AI prototype, with 1:1 guidance from AWS and Chaos Gears experts.
- The workshop combines practical sessions on AI economics and cost management, real-world case studies from Poland and EMEA, hands-on build sprints, and prototype demos.
- Participants leave with a working prototype and a one-page plan outlining the path to production, estimated costs, and next steps for support.
- Any questions? Get in touch.