
How To Scale AI in Digital Commerce Effectively
From Don't Panic! It's Just Data by EM360Tech
January 14, 2026 · 25 min · Season 1 · Episode 56
About this episode
The episode discusses the challenges of scaling AI in digital commerce and the realities of modern e-commerce systems.
Digital commerce teams rarely lack ideas. Most understand how AI, data, and personalisation could improve customer experiences. The problem, as explored in this episode of Don’t Panic, It’s Just Data , is turning those ideas into something that works at scale, in real time, and without slowing the business down. Hosted by Dana Gardner , Principal Analyst at Interarbor Solutions, the discussion brings together Jürgen Obermann , Senior GTM Leader EMEA and Piotr Kobziakowski , Senior Principal Solutions Architect from Vespa.ai. Rather than focusing on hype, the conversation centres on the everyday realities of modern e-commerce systems and why progress often feels harder than it should. When AI Meets Legacy Digital Commerce AI introduces new expectations around speed, relevance, and adaptability. As a result, many digital commerce platforms are built on foundations designed for a different era. Years of development have resulted in fragmented environments, often based on microservices that once provided flexibility but now introduce complexity. As Jürgen explains, even small changes can trigger long delivery cycles. Engineering…
People in this episode
Guests: Jürgen Obermann, Piotr Kobziakowski
Topics covered
- AI
- digital commerce
- customer experience
- personalization
Keywords
- scaling AI
- real-time
- e-commerce systems
Mentioned in this episode
Products: Lucene, Vespa, Vespa.ai
Books & works: Don’t Panic, It’s Just Data
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