Lean teams, flexible ops, and the AI search era | Debra Sabourin, Perry Ellis International

Managing a conglomerate of apparel brands requires a flexible and nimble approach to operational flexibility. Debra Sabourin from Perry Ellis International explains how her team uses internal systems to scale across different demographics while keeping a lean headcount. She shares the importance of the AI champion initiative and how it helps different departments adopt new tools to analyze complex business data.

We're looking back on our conversation with Debra Sabourin, Director of Ecommerce Operations at Perry Ellis International, about what it takes to run lean ecommerce teams across multiple brands while keeping systems flexible, scalable, and ready for change.

Debra shares how Perry Ellis is approaching AI across data analysis, recurring task automation, and internal adoption, with a strong emphasis on human verification. She explains why AI should reduce repetitive work and free teams to focus on higher-value decisions, rather than creating more noise.

This conversation also looks at the changing search environment, from renewed focus on SEO to the uncertainty around GEO, AEO, and AI-generated search summaries. Debra breaks down what ecommerce teams should be watching as LLMs reshape how consumers discover brands and reach their sites.

Debra Sabourin is the Director of Ecommerce Operations at Perry Ellis International, where she manages the digital presence for a wide range of apparel brands. With over fifteen years of experience in the brand space, she focuses on creative problem solving and building flexible systems for lean teams. Her current work involves spearheading AI adoption initiatives to improve operational leverage and analyze complex business datasets.

What You’ll Learn:

How to build a scalable tech stack for a multi brand conglomerate
The benefits of an internal AI champion program for corporate adoption
Why human oversight is mandatory for AI generated data analysis
How to identify recurring tasks that are ideal for automation
The changing role of SEO as LLMs start crawling brand websites
How AI overviews and long tail search questions impact consumer journeys

👉 Watch the full episode here: https://www.noibu.com/blog/podcast/operationalizing-ai-across-brands-debra-sabourin

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