The main risk is value leakage, not demand collapse. AI may increase enterprise data and agent activity, but Snowflake only earns premium returns if that activity stays inside its governed execution layer rather than shifting to
hyperscaler-native tools, open architectures, or external runtimes. Rich valuation adds little room for a slowdown in consumption, margin pressure from AI mix, or weaker-than-expected control-plane adoption.