Scaling Mission AI: 3 Lessons for Public Sector
Snowflake, Monday, September 28th, 2026
Public sector leaders at Snowflake Summit share three lessons for moving AI from pilot to mission-scale production.
Drawing on public sector sessions at Snowflake Summit, Snowflake outlines three lessons for closing the gap between AI ambition and mission impact.
The common theme is that production AI starts well before model deployment, with the data foundation, governance architecture and organizational alignment coming first.
The first lesson, build a solid data foundation, is illustrated by the University of Florida, whose AI experiments exposed weaknesses in its data infrastructure.