The ROI of Innovation: Building Lean AI Teams in Growing Businesses with Tim Park episode artwork

EPISODE · Mar 18, 2026 · 58 MIN

The ROI of Innovation: Building Lean AI Teams in Growing Businesses with Tim Park

from The Databricks Diaries

In this episode of the Databricks Diaries, we sit down with Tim, the Head of Data Science at The Citation Group, to explore his journey from a PhD in statistics at Lancaster University to leading AI innovation in a private equity-backed firm. Tim discusses the transition from the massive R&D landscapes of companies like Shell to the resource-constrained environment of an SME, where he now balances experimental projects with the need for immediate returns. Throughout the conversation, he provides a masterclass on scaling data functions, from the importance of building a "proper" foundation to avoid technical debt to his "fire starter" strategy for managing and retaining high-performing talent. We also dive into his team’s National AI Award-winning project on call-back prioritization, which utilizes LLMs and sentiment analysis to optimize sales efficiency, and the "AI Champion" scheme - an initiative empowering over 200 employees across the business to experiment with the latest generative AI tools. This episode offers a grounded look at how to maintain a "scientific method" mindset while navigating the rapid release cycles of platforms like Databricks.

Episode metadata supplied by the publisher feed · Published Mar 18, 2026

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The ROI of Innovation: Building Lean AI Teams in Growing Businesses with Tim Park

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