High-volume data extraction (OCR of machine print, ICR of handprint, OMR of “bubbles”, and manual keying) from customer loyalty applications and correspondence in a variety of formats is accomplished with maximum accuracy by ongoing quality assurance processes. Services are available both domestically and offshore.