Optimization

Lakehouse optimization is one of those areas where conventional wisdom gets it exactly wrong. Most people think it’s about tweaking parameters and improving performance. But real lakehouse optimization is about understanding behavioral economics at the data level. Why do certain queries pattern together? How do different teams’ workloads interact?

The best optimization strategies don’t just make things faster—they make them more predictable, more cost-effective, and more aligned with business rhythms.