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Today, the discussion focuses on automating data extraction from forms, specifically invoices. Invoices contain important information such as names, addresses, account numbers, due dates, and amounts. These forms are considered semi-structured; while the data isn't organized in a straightforward table format, there is a specific layout that can be programmed for automated data extraction. This process is crucial because many companies handle large volumes of invoices, often requiring extensive manual processing. Automating this extraction can save time and resources by streamlining data management.