Monarch -

Create complex filters using expressions.

Aggregate data to create summaries, charts, or pivot tables. Monarch

Based on your request, it seems you are referring to the self-service data preparation solution. Preparing a feature or data set involves transforming messy, unstructured data (like PDFs or text files) into structured rows and columns, typically for further analysis. Create complex filters using expressions

Select your source file, such as a PDF, text file, or database. such as a PDF

Create traps to tell Monarch how to identify data in reports.

Remove sensitive information like customer IDs or financial data.

Match keys that are similar rather than identical (e.g., matching "Connecticut" and "Conecticut").