Product Leaders
Data/AI/ML Product Management with Nicolas Averseng
Apr 23, 2025
Nicolas Averseng, founder of YOOI, shares insights on scaling data and AI product management. He emphasizes the importance of a portfolio approach and transitioning from a project to a product mindset. Nicolas discusses measuring impact beyond just financial ROI and the evolving role of data leaders. He also addresses ethical considerations in AI and the need for a cohesive strategy to ensure sustainable product management. These topics reveal how organizations can thrive in an increasingly data-driven landscape.
27:58
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Quick takeaways
- Adopting a portfolio approach to data and AI products enables organizations to manage complexity and drive success through a product mindset.
- Measuring the impact of data products requires understanding value beyond financial metrics, emphasizing qualitative factors and collaborative stakeholder engagement.
Deep dives
Navigating Data Product Management
Building data products at scale requires a systematic approach to identifying opportunities, prioritizing value, and tracking delivery effectively. Organizations face challenges when managing multiple data products simultaneously, and ensuring these products are widely adopted is crucial. A structured framework that treats data and AI investments like a portfolio of products can help organizations overcome disorganized, bottom-up approaches that often lead to failures. The emphasis is on cultivating a product management mindset that focuses on the continuous improvement and evolution of data products, making them responsive to both user needs and broader business objectives.
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