Lars Leipson — VP Data Production & Acquisition

Lars Leipson

Data Production: Frameworks for Scale

VP Data Production & Acquisition, leading data production across 170+ industries. I write about data production as an operational discipline — from customer use cases to production engines to commercial outcomes.

Writing to share what I've learned building data production capability. → LinkedIn · 𝕏

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Art. 1 · What & Why ·

What 'Data Production' Actually Means

The core capability of every data provider — and why it's neither data engineering nor data science. A framework for producing business-relevant data at scale.

The Framework

The Data Production Framework

Five dimensions for data production strategy: Positioning, Portfolio, Production Model, Organization, and Commercial Connection. Built from years of running data production at enterprise scale.

Explore the framework →