In IDP solutions, documents pass through the preprocessing stage where OCR and machine learning algorithms evaluate the document quality and implement resolution measures before actual extraction. Document preprocessing is an important step to ensure high-quality extraction. It refers to cleaning, organizing, and transforming the raw data to match the quality expected or mandated by the IDP or machine learning models. It is primarily a data mining technique aimed at improving document quality.