Explains how automated transcription reduces after-call work in contact centers, noting that documentation, CRM updates, and disposition coding consume agent capacity at scale. Compares packaged conversation intelligence platforms against speech-to-text APIs on cost structure and implementation complexity for automating post-call data extraction.