From ideas to market in weeks and without overspending.
We help startups, accelerators, and corporate teams build, ship, and improve real AI-enabled products using modern tooling and proven frameworks.
Solutions Built for Your Stage
Whether you're a founder, running an accelerator, or leading corporate innovation, we have a path for you.

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Trusted by leading organizations
Dipl.-Ing. Kasia Sadowska
Founder of Future Habits, AI product engineer and coach, and Director at Founder Institute Austria, helps companies turn AI into practical results through tailored training, hands-on consulting, and workshops that build lasting capability.
With 15+ years in venture building and product development, she blends engineering depth and product sense to take ideas from discovery to market.

Case Studies
Real projects, real results. See how we've helped startups, accelerators, and corporations build AI-enabled products.
Testimonials
Real voices. Real journeys. The Future Habits experience.
"During the training, I realised it was best to work with AI as it would be a person, rather than a tool. Tell it what you want, allow it to provide a result, and work further with the AI to refine the result to your desired specifications."
Garry Shull
Director at Kontron
"My aim was to understand the possibilities of AI in product development and rapid prototyping better - it went above and beyond all my expectations. Even a complete beginner like me could easily follow and build an app in just 3h!"
Saara Inkinen
Founder and Consultant at Nordic Catalyst
"Kasia took on primary responsibilities across product leadership. She successfully implemented and applied product management and development methods, including project structure planning, setting a necessary foundation for scaling."
Hasan Azeza
COO, sonio
"I had the pleasure of being mentored by Kasia, and it was a truly invaluable experience. Her expertise and proactive approach had a significant impact on my journey through product discovery. Kasia has a rare talent for asking the right questions and uncovering insights that drive meaningful progress."
Sofiia Stoian
Founder of Travel Tech Startup
"Katarzyna's mentorship was practical, structured, and deeply encouraging. She challenged my thinking, shared useful frameworks, and offered actionable insights that truly moved my project forward. I'm sincerely grateful for her guidance."
Rukayat Issa
Founder of SellandBloom
"Kasia's workshop on Product Operating Model for Startups was an insightful and inspiring deep dive into how AI tools are reshaping the way we innovate."
Zuhal Aksoy
Businessbooster Team Leader
"Kasia combines technical excellence with strategic perspective. She brings a strong engineering mindset to her work and approaches complex challenges in a focused and methodical way."
Esther Lutgen
Founder of Shemotion
"Kasia, thank you so much for the Lovable session from Founder Institute. Very valuable insights and you did a great job explaining and showing how to use the tool."
Kevin Tscholitsch
Co-Founder & Geschäftsführer, Nachhaltigkeitshelden GmbH
"Kasia gave a practical insight into how to approach Agentic AI projects in a structured way."
Christoph Hettegger
Data Engineer, Accenture DACH
"Kasia Sadowska's workshop AI-Powered Mentoring & Coaching: Elevate Your Impact in 90 Minutes was a true highlight for PWN Vienna."
Anila Llagami
Co-President, PWN Vienna
"Kasia's online workshop was a powerful session designed specifically for women in leadership."
Vada Prosquill
Founder, Leaders in Heels
"Technology should never be a barrier - it should be the quiet force that lets good ideas grow faster."
Elpida Vasileiadis
Founder of Enable Good
"Kasia Sadowska's session, Save Time & Scale with AI, offered coaches and solopreneurs a hands-on deep dive into AI-powered productivity."
Hannah Page
Enterprise and Entrepreneurship Officer, University of Suffolk
"Eleni & Kasia has demonstrated clearly in the Sustainable Leadership Academy of Kontron what modern leadership development can achieve."
Dr. Clemens Billek
CFO at Kontron
"Kasia played a pivotal role in expanding our footprint across Europe, connecting us with leading companies and universities that became instrumental in scaling our impact."
Harsha Saxena
Founder & CEO, Lynera.ai (IICSR)
🧠 Test Your AI Vocabulary
Tap a card to flip it. Think you know all 40 terms?
AI (Artificial Intelligence)
AI is the layer on top of almost every modern business tool you already use. Understanding the basics helps you separate real value from marketing fluff.
Machine Learning (ML)
ML powers the recommendation engines, fraud detection, and predictive analytics behind the scenes of your tools.
Deep Learning
Deep learning is why AI tools got dramatically better in recent years.
Future habits. Real outcomes.
We don't just build AI; we build the habits of tomorrow. Rapid speed-to-market. Zero fluff. Just products that solve real problems.
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