These open-source MMM tools solve different measurement problems, from budget optimization to forecasting and preprocessing.

Succinctly, we "pivot" Xarray Datasets (with consistent dimensions) to treat them like tables so we can run SQL queries against them. This is a light-weight way to prove the value of the interface.