Calmworks
In-personPast

Epicenter Afterwork · Member Spotlight

Member stage at Epicenter Helsinki. Vitali and Tarek presented the Calmworks thesis on AI orchestration for European enterprise.

Date
Thursday, April 9, 2026
Time
4:30 PM GMT+3 – 6:30 PM
Location
Epicenter Helsinki
Recording coming soon.

What this was

Epicenter Afterwork brings the member community together to hear from a few members taking the stage. We were invited for the April spotlight and used the slot to walk through what we have been seeing across European enterprise AI programmes, and where the orchestration thesis actually lands in real delivery.

What we covered

  • The adoption gap between Nordic mid-market and continental Europe, and why it is a governance gap rather than a technology one
  • Orchestration vs indexing, with two short case walkthroughs from client work
  • A live glimpse of Calmo doing an interview end-to-end
  • Open Q&A with the room

Takeaways

  • The room pushed hardest on governance and worker representation — good pressure, clarified our own language
  • Several interesting conversations on the AI Act operational checklist
  • Two concrete follow-ups with attendees we are continuing separately