We are excited to continue our DS STREAM AI & DATA Talks series with Episode #3: “AI in Assortment - Smarter Decisions for Retail Leaders”. In this conversation, AI Advisors Jakub Dubowik and Bartosz Chojnacki unpack how AI is changing assortment and category management for retail and FMCG leaders, focusing on real problems in pricing, planning and stock management where technology can deliver measurable impact.
In this episode, we explore:
▪️ The biggest assortment and pricing challenges retail leaders face today.
▪️ How AI and Machine Learning optimize assortments, forecasting, promotions and pricing.
▪️ What kind of margin, revenue and efficiency gains are realistic to expect from AI initiatives.
▪️ How to get started with AI‑driven assortment optimization in a low‑risk and practical way.
Watch Episode #3 here:
📺 YouTube: https://www.youtube.com/watch?v=Lz6LmrN9fWk
Episode #3 continues our mission to connect strategy with practice and show how AI, data and advanced analytics can support commercial leaders in building smarter, more resilient category strategies.



