The modern data stack is undergoing rapid transformation as organizations seek to build agile, scalable, and AI-ready infrastructures. This expert panel with TDWI explores the shifting landscape of data platforms and pipelines, including trends toward automatic adaption to schema changes, declarative pipeline design, and metadata-aware orchestration.