Snowflake Ventures: Investing in Enterprise AI Infrastructure

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Enterprise AI programs most often stall not because the models aren't capable, but because the infrastructure beneath them—governance, security, access control, and workflow integration—isn't production-ready. That's the investment thesis behind Snowflake Ventures' backing of Dust and Gray Swan, two companies building the layer between foundation models and business applications. Dust focuses on organizational AI collaboration, giving teams a shared knowledge foundation and enabling humans and agents to work together on GTM and operations tasks. It has traction across both AI-native startups and established enterprises. Gray Swan takes an AI security and governance angle, helping enterprises deploy agents with identity-aware access controls and policy guardrails required for production use. Snowflake's strategic interest is clear: their Data Cloud positioning depends on enterprises treating governed data as a prerequisite for AI. Backing companies that enforce this view reinforces their platform play. No investment amounts are disclosed in the announcement. For teams evaluating enterprise AI deployment, both companies address real pain points: Dust offers a structured alternative to ad-hoc AI tool sprawl, while Gray Swan targets the security blind spots that keep agents out of sensitive workflows.