AI-native Organizations Retreat
What is it?
Right before Web Summit, we're taking over DOMA for three days in a group of founders and operators rebuilding their companies around AI.
You bring your case, question, investment thesis or strategic decision and move meaningfully forward with it in a group of founders building frontier AI-native organizations.
Who is in the room?
CEOs and founders of existing companies who are running the AI transition themselves, the operators who own it inside those companies, and top investors who fund it. Some of the first confirmed participants are:
Emad Mostaque
Founder of Stability AI
Built Stable Diffusion. Now founder and CEO of Intelligent Internet.
Dima Zborovsky
AI & Science Director at DoorDash
Leads AI adoption at DoorDash and its global expansion.
Yariv Adan
General Partner at ellipsis venture
Early-stage AI investments. Previously a Google exec leading AI products.

Igor Ryabenkiy
Managing Partner at AltaIR Capital
Venture investor, author of two books on venture capital.
Greg Tkachenko
Founder of Unreal Labs
Sold his previous company AI Factory for $166M. Scout at Sequoia.
Unreal Labs
Roman Bunin
AI Adoption Lead at Nebius
Runs AI adoption across the company's teams.
Egor Rudi
Co-founder of s16vc
Founders-for-founders fund backed by 190+ founders. Before that, Profi.ru, the largest services marketplace in Eastern Europe.
Andrey Kolesnik
Founder of Jet
Scooter-sharing in Latin America. Before Jet he founded Urent and sold control to MTS, in a deal that valued the company at about $85M.
Why are we gathering?
We gather to compare experience with people running the same AI-transformation: what worked inside their companies, what did not, and what that means for the decision in front of you.
Six topics run through the three days:
- Building an AI-native organization. How do you actually rewire a company around AI, and what turned out to be bullshit? Hire, redeploy, or cut? Which teams and management layers change, and who owns a process once agents execute it?
- Business models around AI. Sell software, expertise, or a completed outcome? What will customers pay for and who carries the delivery risk?
- Own or rent: moats in the AI age. Which models, data and workflows should you own? Can you outsource the capability to redesign and run the company around AI?
- Growth and markets. Which products, customers or markets become economical to pursue? Where should you reinvest the capacity AI frees up?
- Durable advantage. As models improve, which investments compound and which get wiped out by the next release?
- Personal cases. Every participant puts their own AI case on the table, and the conversation continues over dinners, in the sauna, on the hiking trip and by the fireplace.
The shape of a day
- The practical experience of the AI transformations the others are running inside their own companies
- New insights and faster ways to grow with AI
- Support and ideas from the room on your own AI business cases and challenges
After the sessions the schedule is open on purpose:
- Breakfast, lunch and dinner at round tables by the fireplaces
- Coworking and a call booth for the calls you cannot move
- Padel and tennis close by
- Surfing in Ericeira twenty minutes away
- In the evenings a steam ceremony and breathwork at the estate's steam center
Draft schedule
This is a draft: workshop slots and times may move as the agenda is finalized. Open a day to see it.
Thursday, 5 NovemberArrival
Friday, 6 NovemberWorkshops and round tables



Saturday, 7 NovemberWorkshops and round tables




Sunday, 8 NovemberClosing and return
The place
DOMA is a historic estate turned hotel, 30 minutes from Lisbon, inside 18 hectares of pine forest. Beyond the session room, the group has access to everything on the property: bakery and bistro, open-air spa with a steam center, a round-the-clock gym, coworking, pool and pool bar.




Logistics
Web Summit opens in Lisbon on 9 November. If you are flying in for it anyway, this adds three days to the front of a trip you were already making: arrive on 5 November, we return you to the city on the 8th. If you are based in Portugal and can only come for a day, that works too.
Program details and participation format
Leave your contacts and we will send you the program details and the participation format.