What PE Gets Right That Corporate America Never Will

Episode notes

Ryan Krook has spent his career at the intersection of data and operations, working inside companies like Uber, Shopify, and McKinsey before founding Pareto Apps. In this episode, we get into what it actually looks like to walk into a mid-market PE portfolio company that has never taken data seriously, and what to do about it. Ryan brings a perspective I don't hear often: he has sat on the LP side, worked as an outside consultant, and now operates hands-on inside the companies fixing the problems that matter most at exit. What stood out to me most was Ryan's take on starting small. Not small as in unambitious, but small as in disciplined. Get one reliable metric. Build from there. That approach, rooted in the Pareto principle, is how you create real operational leverage without pulling people away from the work that actually drives the business. We also got into the risks that come with vibe-coded apps, AI without data governance, and the version control nightmare that happens when everyone builds their own tool.

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