A session in the pine forest at DOMA

AI-native Organizations Retreat

5-8 November 2026
DOMA, an 18 hectare countryside estate 30 minutes from Lisbon
35 technology leaders, off the record

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:

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:

  1. 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?
  2. Business models around AI. Sell software, expertise, or a completed outcome? What will customers pay for and who carries the delivery risk?
  3. 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?
  4. Growth and markets. Which products, customers or markets become economical to pursue? Where should you reinvest the capacity AI frees up?
  5. Durable advantage. As models improve, which investments compound and which get wiped out by the next release?
  6. 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
From 15:00
Check-in at DOMA. Transfer from Lisbon, coworking and the estate are open
19:30
Barbecue dinner. Welcome, introductions, everyone names the case they brought
Friday, 6 NovemberWorkshops and round tables
08:00 - 09:30
Breakfast
09:30 - 10:00
Opening. How the three days work, collecting participants' cases for the round tables
10:00 - 11:15
Dima Zborovsky
Workshop. Dima Zborovsky. AI adoption at DoorDash ($91B valuation): how AI adoption works, and where the main challenges and wins are.Personal case, then Q&A
11:30 - 12:45
Roman Bunin
Workshop. Roman Bunin. The problems corporations run into when adopting AI, and how Nebius ($61B valuation) works through them.Personal case, then Q&A
13:00 - 14:30
Lunch
14:30 - 16:00
Round tables, part 1. Small groups. Each participant puts their own AI case on the table, the group works through it and proposes decisions
16:30 - 17:45
Igor Ryabenkiy
Workshop. Igor Ryabenkiy. AI is not a moat: what actually makes an AI startup defensible.Personal case, then Q&A
18:00 - 19:30
Free time: pool, gym, padel, steam center
19:30
Barbecue dinner. Conversations continue by the fireplace
Saturday, 7 NovemberWorkshops and round tables
08:00 - 09:30
Breakfast
09:30 - 10:45
Emad Mostaque
Workshop. Emad Mostaque. Sovereign public-benefit AI and intelligence inversion.Personal case, then Q&A
11:00 - 12:15
Stepan Gershuni
Workshop. Stepan Gershuni. Organizational design for an AI-native company.Personal case, then Q&A
12:30 - 14:00
Lunch
14:00 - 15:30
Round tables, part 2. The cases that did not get to the table on Friday, plus follow-ups on the decisions from part 1
16:00 - 17:15
Greg Tkachenko
Workshop. Greg Tkachenko. AI coworkers and human agent interaction.Personal case, then Q&A
17:30 - 18:45
Yariv Adan
Workshop. Yariv Adan. Running our own fund with AI: how it evolved through automation, skills and loops, what works well and what stays hard, plus early lessons from selling that product to others.Personal case, then Q&A
19:30
Barbecue dinner. Steam ceremony and breathwork at the estate's steam center afterwards
Sunday, 8 NovemberClosing and return
08:00 - 09:30
Breakfast
09:30 - 11:00
Hiking trip through the pine forest of the estate
11:00 - 12:00
Closing round. Each participant names the decision they are taking home
12:00
Check-out and transfer to Lisbon

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.

Pool and pool bar at DOMA
Pool from 9 am to 10 pm, pool bar from 12:30 pm
Talks on the open-air stage
Talks on the open-air stage, big screen and sound
Open pavilion in the pine forest, seen from above
Sessions in an open pavilion, in the shade of the pines
A room at DOMA
Historic deluxe, double and family rooms, plus glamping tents

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.

Alex Beliaev
Alex Beliaev
Founder of Community Sprints
LinkedIn
Stepan Gershuni
Stepan Gershuni
VC at cyber•Fund
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Program details and participation format

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