From AI Pilot to Pipeline: How Snowflake's Sales and Marketing Teams Closed the Gap
Snowflake, Wednesday, September 9th, 2026
An internal account of moving go-to-market AI from pilots to production pipeline impact.
Snowflake describes how its own sales and marketing organizations moved AI from pilot projects to measurable pipeline contribution.
Internal accounts of this kind are useful because they usually include the organizational obstacles that customer case studies omit, particularly around data ownership between functions and who is accountable when an AI-assisted process produces a poor outcome.
The pilot-to-production gap is the most commonly reported failure point in enterprise AI, so first-hand accounts of crossing it have practical value.