Home  | Events
Teaser image to User – Market – Product Fit

Workshop

User – Market – Product Fit

Essentials Workshop

   08.12.2025

   9:00 am - 5:30 pm

   LMU Munich, IEC Space

In this Workshop, participants learn how to uncover real user needs using Design Thinking methods such as empathy building, problem exploration, and rapid testing. They translate these insights into clear user and buyer personas and validate whether their idea offers a true value proposition. Building on this foundation, participants assess their market potential by applying the TAM– SAM–SOM framework, exploring multiple applications, and identifying their most promising target segments. By the end, participants understand both the user problem and the market landscape — enabling them to shape customer-centric innovations with real-world opportunity.

Trainers:

  • Annie Weichselbaum, IEC Incubation Lead & Founder
  • Andreas Pavlenko, IEC Startup Coach & Founder

 

What you’ll get

  • Exchange and collaborate with IEC Incubation Teams
  • Expert training from our IEC Startup Coaches & Venture Consultants
  • Get feedback on your idea
  • Explore your research transfer potential and learn how to turn research findings into real-world applications
  • Learn startup methodologies & tools

 

Requirements

  • Participation requires on-site attendance at the LMU IEC Space on both dates.
  • Research must show real-world application potential and a clearly defined use case
  • No prototype needed — early innovation stage (idea stage) is sufficient
  • Open to 2 MCML teams (2 participants per team, joint initiative)
  • Participation is limited to LMU MCML PhD students; mixed teams are welcome

 

Looking Forward to Receiving Your Applications!

  • Annie Weichselbaum, IEC Incubation Lead
  • Thomas Meier, MCML Science Manager

This event is for MCML members only.

Organized by:

LMU Innovation & Entrepreneurship Center
IEC

Munich Center for Machine Learning
MCML


Related

Link to UK–German Regulatory Approaches

Panel Discussion  •  14.04.2026  •  50 Princes Gate, Exhibition Road London, England

UK–German Regulatory Approaches

MCML hosts a UK-German AI panel on regulation, ethics, and collaboration during the 2026 delegation visit.

Read more
Link to Girls' Day 2026

Girls'Day  •  23.04.2026  •  Hochschule für Philosophie Munich

Girls' Day 2026

Girls' Day offers an opportunity for girls and genderqueer kids to explore AI through workshops on fake news, algorithmic bias, and tech careers.

Read more
Link to From Frontier Research to Real-World Impact

Tri-State Venture Sprint  •  23.04.2026 - 24.04.2026  •  Tübingen

From Frontier Research to Real-World Impact

A Tri-State Venture Sprint where AI researchers turn frontier research into startups, with mentorship, investors, and industry partners.

Read more
Link to MCML Onboarding Event

Onboarding  •  29.04.2026  •  LMU Munich, Akademiestr. 7, 1st floor

MCML Onboarding Event

Onboarding event for MCML doctoral students with program overview and informal get-together.

Read more
Link to MCML Stammtisch - April Edition

MCML Stammtisch  •  29.04.2026  •  Atzinger Wirtshaus, Schellingstraße 9, Munich

MCML Stammtisch - April Edition

We heartily invite to the next MCML-Stammtisch edition on 29th April, 2026.

Read more
Back to Top