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Practice over theory

AI won't transform your company. We will.

Only 6% of companies see profit from AI - the ones that rebuild how they work instead of bolting tools on. We run those transformations, train the teams, and grow the Product Builders who make it stick.

Work with us Read the manifesto ↓

Wojtek Strzalkowski and Piotr Kacala, co-founders of Superhero.tech

From people who built products at

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Trusted by people from

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The Product Builders Manifesto

By Piotr Kacala and Wojtek Strzalkowski - 2 min read

Your company bought the licenses. Ran the pilots. Booked the prompt workshop. And the roadmap moves exactly as fast as it did two years ago.

You already suspect why. The data below agrees: tools don't change how a company builds. The operating model does.

For twenty years, product organizations were designed around handoffs. The PM writes the doc. The designer draws the screens. The engineer builds. Marketing launches. Every step looks busy - and the waiting between the steps is where your quarters disappear.

That design made sense when building was expensive.

AI killed that math.

When a working version takes hours instead of weeks, waiting costs more than building.

The companies pulling ahead - LinkedIn, Linear, Netflix - aren't running better pilots. They redesigned the work around a different kind of person: one deep competency, wide range. Someone who talks to customers, prototypes, and uses AI with the judgment to know when the output is good, and when it is confident garbage.

That is a Product Builder.

One Product Builder goes from "what if" to "here's what customers did with it" in a week, without pulling three other people off their work. A team of them changes the economics of your whole portfolio: shorter cycles, fewer handoffs, decisions made on evidence instead of the loudest opinion in the room.

Here is the part most leaders miss: you already employ these people. Your sharpest PM, your restless engineer, the designer who keeps shipping. What they lack is a repeatable system - and an organization that stops punishing them for moving fast.

One warning before you spend another dollar on tools. Handed to a team without judgment, AI produces slop at scale. As execution gets cheap, judgment becomes the scarce asset: choosing the right problem, knowing the customer, recognizing good work.

That is what we build with you: the system, the skills, and the organization around them. Transformations for the process. Trainings for the people. Advisory for the decisions only you can make.

Because the future doesn't belong to the companies with the most licenses.

It belongs to the ones whose people can build something valuable with them.

40,000+trained in AI literacy
1,800+course alumni
300+prototypes deployed
+78latest course NPS

Why only 6% win with AI

Everyone is adopting. Almost nobody is earning. The numbers behind our hero claim, all sourced:

6% of companies see real profit impact from AI. The rest bolt it on and wait. McKinsey, The State of AI, 2025
88% already use AI somewhere in the business McKinsey, 2025
74% report no measurable value from it at all BCG, 2024
95% of GenAI pilots never move the P&L MIT, 2025
55% faster on a single task with AI. Tasks are not companies. GitHub/Microsoft RCT
~0 effect on earnings and hours across 25,000 workers using AI Humlum & Vestergaard
7x higher AI ROI in the top companies - the ones that redesign processes first PwC, 2026

The tools work. The organizations don't change. BCG puts the real proportion at 10% algorithm, 20% technology and data, 70% people and processes - and McKinsey found that redesigning workflows is the single factor most correlated with AI actually reaching the bottom line.

That 70% is our job. We are a transformation company: we rebuild the process around AI, then train the people who run it.

See how we transform companies

What we do

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Bring this to your company

Trainings, transformations, keynotes. Tell us what your team is trying to change.

Start the conversation

Keep learning with us

Essays, a podcast, and free webinars on building products with AI - from practice, not from the sidelines. Most of it in Polish. Also: our podcast and free webinars.

Prefer the archive first? About the newsletter or past issues. More formats: podcast and free webinars.

Questions we actually get

What is a Product Builder?

A Product Builder is a person with a strong core competency (product, design, or engineering) who can work beyond the boundaries of their role: understand the product, prototype it, use AI to move faster, and judge whether what they are building makes sense. Companies like LinkedIn, Linear, and PostHog already hire for this profile under names like Product Builder and Product Engineer.

Who is Superhero.tech?

An education and consulting company founded by Piotr Kacala (25+ years: GOG.com in the CD Projekt Group, Displate) and Wojtek Strzalkowski (Allegro, Booking.com, GOG.com). We run AI Product Heroes, the largest cohort-based course on building digital products with AI, and we help companies redesign how they build products in the AI era.

How do you work with companies?

Three ways: custom trainings (from one-day masterclasses to multi-day AI Product Sprints), AI transformations (mapping and redesigning how your teams build), and advisory for boards and senior product leaders. All delivered by the founders. Start at the contact page.

Do you work with companies outside Poland?

Yes. We deliver trainings, transformations, and talks across Europe, in English and Polish, on-site or remote.

Last updated: July 7, 2026