Simplicity Over Data: Rethinking Finance With Artur Jacques

Artur Jacques is the Founder and CEO of Margineo, a margin analytics company that helps finance teams identify the drivers behind changes in profitability. Before founding Margineo, he worked in FP&A at Tesla, where he led global manufacturing and supply chain forecasting. Artur is also a technologist and self-taught programmer who applies first-principles thinking to complex financial challenges. His work focuses on helping finance leaders move beyond surface-level reporting and gain clearer insight into their numbers.

More data can make finance feel smarter without making the business any easier to understand. What if the real advantage comes from stripping away complexity until only the numbers that matter are left?

For Artur Jacques, the key lies in doing the hard work required to reach simplicity. He compares it to a great recipe: you do not need more ingredients, just the right ones, and finance teams can often get most of the way there by using the data they already have correctly instead of adding more dimensions, dashboards, or automation. The result is a finance function that focuses less on collecting information and more on understanding the few drivers that actually explain what is happening in the business.

In this episode of the Level Up, Nick Araco is joined by Artur Jacques, Founder and CEO of Margineo, to discuss simplifying finance to uncover what truly drives performance. They explore choosing the right data, applying first-principles thinking, and fixing processes before automating them. Artur also talks about why curiosity and business understanding matter more than simply knowing the numbers.