Building the Future Habits of Launching and Scaling AI Products
Empowering startups and scaleups to harness AI for innovation, automation, and growth.
Empowering Your Future Habits
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.
Meet Kasia Sadowska
With 15+ years in STEM and 5+ years in venture building and product development, she blends engineering depth and product sense to take ideas from discovery to launch: customer research, roadmaps, MVPs, UX flows, and rapid experiments, alongside foundation model selection, configuration and fine-tuning, dataset design, and real-world testing to prove value.
From applied AI bootcamps and “vibe coding” sessions to executive trainings and capability audits (in partnership with Kimolian), she equips founders and teams to design smarter digital products, automate key processes, and adopt future-forward habits for scalable innovation.


Our Services
AI Tools Coaching
Personalized sessions to help founders and teams integrate AI tools into their daily workflows—boosting speed, creativity, and decision-making across product, marketing, and operations.
AI Agents Consulting
Strategic guidance and implementation support to design and deploy AI agents that automate tasks, streamline processes, and improve team productivity.
Hands-on learning experiences for accelerators, innovation hubs, and tech teams—covering AI for productivity, vibe coding, prototyping, and product development optimization.
Workshops






Testimonials
Real voices. Real journeys. The Future Habits experience.
“Kasia’s online workshop was a powerful session designed specifically for women in leadership. She introduced a clear, hands-on approach to integrating AI into everyday workflows — making AI feel like an accessible co-pilot, not a threat.”
- Vada Prosquill, Founder, Leaders in Heels
“During the training, I realized 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
“Kasia gave a practical insight into how to approach Agentic AI projects in a structured way. She showed what is important when selecting suitable tools and how the process can be designed across the entire agent lifecycle.”
- Christoph Hettegger, Data Engineer, Accenture DACH
- Garry Shull, Director at Kontron
- Garry Shull, Director at Kontron
-Dr. Clemens Billek , CFO at Kontron
“Kimolian Team: Eleni & Kasia has demonstrated clearly in the Sustainable Leadership Academy of Kontron what modern leadership development can achieve.”
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