Now in its fifth year, Snowflake’s Modern Marketing Data Stack report reflects a major shift in how marketing organizations operate—from fragmented tools toward AI-driven, agentic systems built on governed data foundations. This edition draws on insights from more than 11,500 Snowflake customers and ecosystem partners across 13 categories, highlighting how organizations are bringing industry-leading applications directly to their data to drive faster execution and proven business outcomes across the marketing lifecycle, while addressing the growing demands of data gravity, privacy and trust.