How do I bring data from CRM, spreadsheets, ads, and databases into one place?

Define the records and metrics you need first, then connect each source into a controlled data layer. Standardize identifiers, formats, and update schedules before building reports. Keep the original systems as sources rather than manually copying everything into a new spreadsheet.