AI use case

Clean up a monthly spreadsheet export with rules an AI writes once

Instead of sending every messy expense export through a model, a local Gemma model looks only at the column names once and writes a cleanup recipe. After checks and your approval, plain code runs that recipe every month, and it refuses files whose layout has changed instead of quietly getting them wrong.