This is how you build with AI.
We've been building AI for seven years. For one day, we show how our team works - what holds up, what doesn't. And engineering leaders from Poland's biggest companies lay their cards on the table alongside us.
Tuesday · 9:00 AM–5:00 PM + networking reception
Fabryka Norblina, Warsaw
Limited capacity
Why we created PROD
“In AI, no one has twenty years of experience. The edge comes from how many attempts you've made - and we've made more than most. I believe that how Poland plays AI will decide where we stand for decades to come. PROD is our move in that game: we lay our own lessons on the table, so everyone at that table learns faster.”
Maja Schaefer
Co-Founder & CEO, Zowie
Does this sound like you?
PROD is for people responsible for developing and deploying AI across their organization, regardless of job title.
The board gave you the mandate.
They said, “We’re implementing AI,” and now everyone is looking at you. There is a budget and high expectations, but no playbook.
You own production.
What looks impressive in a demo still has to run reliably at 5:00 PM on Friday, on systems built a decade ago.
You need to prove the impact.
Sooner or later, someone will ask what impact those licenses and agents have had on delivery speed and quality. You need stronger evidence than a satisfaction survey.
One shared stage.
Two tracks in the afternoon.
A morning of inspiration. In the afternoon, two parallel tracks packed with practical detail.
Leadership track
Building an AI-native organization. Rethinking hiring. Measuring ROI. Running performance reviews.
Technical track
AI-native product development. How to test, deploy, and secure it.
On the agenda:
The full agenda will be published closer to the event.
If AI cannot see it, it does not exist
Why AI rollouts stall and what organizations need to rebuild.
Opening the books
What we know about the cost, adoption, and impact of AI, and what we still cannot measure.
Evals are the new unit tests
How to evaluate AI system behavior before and after deployment.
What we let AI write and what we keep off-limits
Spec-driven development and the boundaries of agent autonomy.
Text-to-SQL against a real banking data warehouse schema
AI in a regulated environment with confidential data and a complete audit trail.
Live hack: prompt injection in CI/CD
A live attack and its practical implications for organizations.
Roundtables: Bring your challenge
Roundtable discussions on problems another keynote will not solve.
This is not another day of talks about AI's potential.
You will leave every session with something concrete: a clear takeaway, a decision, or a direct connection to someone who has solved a similar problem.
Real systems, numbers, and failures
Every speaker is a proven practitioner we have vetted, or one of us. No panels that go nowhere.
AI in action
We demonstrate what holds up in real-world conditions and explain why. We also share what failed.
Live benchmark
Throughout the day, attendees anonymously share data on the state of AI in their organizations. We present the results at the end of the day. Participants receive the full PROD Report first.
Bring your challenge
Closed-door roundtables under the Chatham House Rule. ROI, legacy systems, shadow AI, team resistance, and build vs. buy. Bring your problem and leave with a solution that has already worked elsewhere.
Event Hall at Fabryka Norblina.
Fabryka Norblina is a revitalized 19th-century factory complex in Warsaw's Wola district, located at 51/53 Żelazna Street, 00-841 Warsaw. Event Hall is inside KinoGram on Level 2 of the Galwan building.
Adrian Grycuk, License: CC BY-SA 3.0 PL
Metro
Two stations on Metro line M2 are nearby: Rondo ONZ and Rondo Daszyńskiego.
Public transport
The Norblin 05 and 06 stops are directly outside the complex. Numerous tram and bus lines also serve the area.
Underground parking
Nearly 500 spaces, with access from Prosta Street.
Request an invite. Capacity is limited.
Submit your details. The organizers will review each application and respond individually.
Application form
Frequently asked questions
PROD is a private event for people directly responsible for deploying and scaling AI in large organizations. There is no open registration and no tickets are sold. We review every application individually based on the applicant's role, scope of responsibility, and fit with the attendee profile.