AI That Actually Works at Your Company

​Most European companies have spent real money on AI over the last two years, most have very little running in production to show for it.

​That is not a technology problem. It is an operating-model problem, and we see the same five patterns inside the organisations that get past it.

​This is a 45-minute working session, not a keynote. Vitali and Tarek will walk through what those patterns look like in practice, show you Calmo live, and spend the last fifteen minutes on your questions.

​What we'll cover:

• ​Where European businesses actually are on AI adoption, and why the Nordic mid-market consistently outperforms the rest

• ​Orchestration vs indexing: why the big data lake plus copilot pattern is quietly losing, and what is replacing it

• ​The five things the organisations that ship AI do differently from the ones that do not

• ​A live Calmo demo: a voice-first interview that turns into a structured report in front of you

• ​Open Q&A

​Who this is for:

• ​Heads of AI, transformation, strategy, or operations in European enterprises

• ​CEOs and COOs of Nordic and continental mid-market businesses

• ​Board members and senior leaders being asked to sign off on AI spend

• ​Founders and operators thinking about the AI-first operating model

​This is not a sales pitch with a Q&A tacked on. The Q&A is the point.

​Bring the AI question that actually matters in your organisation right now.

​Hosts:

• ​Vitali Gusatinsky: Design & Technology, Calmworks

• ​Tarek Fahmy: Strategy & Client Success, Calmworks