< Speaker / Facilitator >

Csaba Tamas

Parloa, AWS, FinLeap, KEBA

Connect in LinkedIn

Csaba Tamas is CPO at Parloa, leading product management, UX, and enablement. Previously, he held senior roles at AWS, guiding top fintechs on AI/ML strategy and leading global GTM strategy. He was also CPO/CTO at FinLeap Connect and held leadership roles at KEBA, scaling digital products across banking and mobility. With 15+ years of experience, an MBA, and data science studies at MIT.

Execution Is Cheap. What now? How to think of AI native companies

17.09

CIC Berlin

< About >

Kelly Johnson built America's first jet fighter in 143 days, with a tenth of the engineers such a project would normally take. In a circus tent. Every company has admired that model; almost none have copied it. Kelly could hand-pick the best engineers in the company and build exactly one aircraft, with no portfolio, no maintenance burden, and no other customers. Everyone else chose capacity over speed and paid the coordination bill. This was the tradeoff until now. AI levels the playing field, by allowing for smaller teams without losing output, enabling product portfolios with support and maintenance.

Execution used to be the expensive part of building software. Now it is cheap, and judgment is the scarce part. That lowers the value of every role built around moving work between people instead of deciding what the work should be. And it is increasing the value of making sound decisions.

This talk applies Kelly's method to AI-native product development, starting with the contradiction at its centre. He fixed the specification before anyone started building. Then he let engineers redraw the design whenever they liked. Rigid about what the aircraft had to do. Relaxed about how it got there.

It worked because the drawing was never the valuable thing. The specification was. A drawing was one attempt at meeting it, and attempts are meant to be thrown away.

Software has spent twenty years doing the reverse. We keep the goal vague and treat the code as precious. We argue for months about scope, then refuse to rewrite a module because it took three weeks to build.

AI removes that excuse. Code is now cheap enough to discard, the way Kelly's drawings were. But cheap code without a fixed specification is just more rework without net progress. Teams that hold both halves will pull ahead. Teams that add AI to an org chart built for expensive handoffs will continue to fall behind competition.

A story about 1943, and about the product team you will be running next year, whether you plan for it or not.

< Key learnings >

  • Why Kelly Johnson could build a jet fighter in 143 days with a tenth of the engineers, and why almost nobody copied the model until AI changed the tradeoff

  • Where AI actually moved the needle: execution sped up 15-25%, judgment sped up zero, and what that does to every role built around moving work between people

  • The contradiction at the centre of Kelly's method: fix the specification before anyone builds, then let the design stay disposable

  • Why code is now cheap enough to throw away, and why cheap code without a fixed specification is just rework without net progress

  • What the AI-native product team you'll run next year looks like, and why adding AI to an org chart built for expensive handoffs keeps falling behind

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19 left at this price, from 15.09

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Craft & AI Labs

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Get better at building with AI, running product operations and leading the work.

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How top teams implement the product model, distribution and how leadership is changing.

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1 working day of your choice + the full conference day. Take-home materials and recordings. Built to leave with something finished.

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The Full Week

A dedicated day for each layer of your work: your company, your team, yourself.

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Leaders Lab

HoP to CPO

Build a competitive team and AI strategy with Ravi Mehta

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16

Craft & AI Labs

Senior PM to HoP

Get better at building with AI, running product operations and leading the work.

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How top teams implement the product model, distribution and how leadership is changing.

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3 days + every evening. Premium networking and a 90-day plan you actually leave with.

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€1,499

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Top Tickets

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Conference

See how top teams are really working, and build the network that carries your career.

SEP

15

Leaders Lab

HoP to CPO

Build a competitive team and AI strategy with Ravi Mehta (Reforge). Leave with a 90-day plan for your org.

SEP

16

Craft & AI Labs

Senior PM to HoP

Five workshops, 20-25 seats each. Get better at building with AI, running product operations and leading the work.

SEP

17

Conference

How top teams implement the product model, distribution and how leadership is changing.

INCLUDED

1 main stage + 2 deep dives + 3 roundtables in parallel. Built for exchange, not for sitting and listening.

19 left at this price, from 15.09

€499

Inc. VAT

Get Conference

Bundle: Conf + Workshop

Work on your own problem for a day, then pressure-test it against the room.

SEP

15

Leaders Lab

HoP to CPO

Build a competitive team and AI strategy with Ravi Mehta (Reforge). Leave with a 90-day plan for your org.

CHOOSE

SEP

16

Craft & AI Labs

Senior PM to HoP

Five workshops, 20-25 seats each. Get better at building with AI, running product operations and leading the work.

CHOOSE

SEP

17

Conference

How top teams implement the product model, distribution and how leadership is changing.

INCLUDED

1 working day of your choice + the full conference day. Take-home materials and recordings. Built to leave with something finished.

Best value

30 bundles left

from

€999

Inc. VAT

Get 2-Day Pass

All access

The Full Week

A dedicated day for each layer of your work: your company, your team, yourself.

SEP

15

Leaders Lab

HoP to CPO

Build a competitive team and AI strategy with Ravi Mehta (Reforge). Leave with a 90-day plan for your org.

INCLUDED

SEP

16

Craft & AI Labs

Senior PM to HoP

Five workshops, 20-25 seats each. Get better at building with AI, running product operations and leading the work.

INCLUDED

SEP

17

Conference

How top teams implement the product model, distribution and how leadership is changing.

INCLUDED

3 days + every evening. Premium networking and a 90-day plan you actually leave with.

Save €200

Limited seats

€1,699

€1,499

Inc. VAT

Get Full Week

Accepted payment methods

Credit Card

Pay directly, get reimbursed.

Bank Transfer

Request invoice, forward to finance.

<Conference>

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<Conference>

Agenda

Lineup

Week Overview

Conference Day

Leaders Day

LABs Day

Location/Book Hotel

FAQ / L&D

Partners

<Coaching>

1:1 Coaching

Leaders Circles

Coach your team

Apply

FAQ

<Community>

Next event

Newsletter

EU Conferences

< Newsletter >

Join our newsletter to stay up
to date on features and releases.

Imprint

Privacy Policy

Terms of Service

Brand Asset

About us

© 2026 Productlab

Ask your AI

<Conference>

Agenda

Lineup

Week Overview

Conference Day

Leaders Day

LABs Day

Location/Hotel

FAQ / L&D

Partners

<Coaching>

1:1 Coaching

Leaders Circles

Coach your team

Apply

FAQ

<Community>

Next event

Newsletter

EU Conferences

< Newsletter >

Join our newsletter to stay up
to date on features and releases.

© 2026 Productlab

Ask your AI

Imprint

Privacy Policy

Terms of Service

Brand Asset

About us