20–45 minutes
Conference keynote
Operator stories tailored to the industry, a practical framework and one action people can take back to work.
Speaking details
A talk built for the people in your room.
Galina brings the operator's view of AI adoption to the people in the storm doing the work. No vendor pitch, no hypothetical future: practical examples, a measured approach and a plan to use the next day.
Read about the keynote →Formats
Choose the right shape for the room.
Leadership & upskilling
Internal AI Kickoff
For leadership teams, upskilling programs, or departments trying to get people comfortable and moving.
Working session
Workshop: Remove the One Thing You Dread
A working session where attendees map one real workflow and leave with a clearer AI request, business case, or experiment.
What the audience takes away
The realities of AI, done the right way.
Permission to start. They are not behind. They can pick one headache, rather than waiting for a huge budget or a perfect business case.
A practical way forward. Start with the work, learn together and show what changes.
A way to keep judgment in the loop. Separate the human core from AI-assisted work and work that can safely be automated.
The aim is not for the audience to say “I learned something interesting about AI.” It's for them to say “I understand how to move my organization forward now.”
Your event
The same keynote shouldn't sound the same in every room.
A manufacturing executive, a financial-services leader and a frontline team may all be navigating AI. They aren't navigating the same problems.
Before every engagement, Galina works with organizers to understand:
- Who is in the room?
- What change are they navigating?
- Where is adoption getting stuck?
- What is leadership asking of them?
- What are employees worried about?
- What should people be able to do differently afterward?