Start with Data, Prove Value, Then Scale Is Snowflake’s Counter to the AI Hype

A lot of folks went out and bought GPU capacity or model licenses without thinking about where that’s going to create value.
“A lot of folks went out and bought GPU capacity or model licenses without thinking about where that’s going to create value,” said Sridhar Ramaswamy, CEO of Snowflake. His perspective on enterprise AI investments has reflected a broader product philosophy: start with data, build small, prove value, and expand from there. Ramaswamy pointed to a lightweight chat interface for Snowflake’s internal sales enablement content as an example. “It didn’t cost a lot of money to build,” he said, “but it’s getting a lot of use. That told us we were onto something worth growing.” That same principle underpins the launch of the Cortex LLM Playground in January 2025. The no-code tool was designed for Snowflake customers to experiment with large language model (LLM) prompts throu
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Picture of Anshika Mathews
Anshika Mathews
Anshika is the Senior Content Strategist for AIM Research. She holds a keen interest in technology and related policy-making and its impact on society. She can be reached at anshika.mathews@aimresearch.co
25 July 2025 | 583 Park Avenue, New York
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