Snowflake Raises Guidance, Software Sector Remembers AI Still Works

Snowflake delivered the earnings beat that reminds institutional money why it keeps showing up to software earnings calls. The company posted second-quarter product revenue of $1.49 billion, up 37 percent year-over-year, and raised full-year FY2027 guidance to $6.07 billion from $5.84 billion. Shares soared 23 percent to $377.11 on Thursday. The market, as ever, responded to three things in sequence: the beat, the raised outlook, and the visible monetization of AI products.

The numbers landed harder than expected. Q2 revenue came in at $1.55 billion versus $1.48 billion forecast, with adjusted EPS of $0.62 against $0.45 expected—a 37.8 percent surprise to the downside of consensus. That is not a typo. The company missed estimates by an enormous margin in the other direction. Non-GAAP operating margin expanded to 15.3 percent from 11 percent a year prior, which is what happens when you grow at 35 percent top-line while demonstrating actual cost discipline. CEO Sridhar Ramaswamy called it another strong quarter. He is not wrong.

The AI story here is not vapour. CoCo, Snowflake's coding agent, crossed 9,100 accounts and added 2,000 net new ones in the quarter. CoWork expanded to 5,800 accounts. AI products contributed roughly half the incremental acceleration in the quarter. This is the critical distinction. Snowflake did not raise guidance because it mentioned AI in a press release. It raised guidance because customers are actually buying and expanding usage of AI products with measurable adoption velocity. The company added 692 net new customers in the quarter, up 32 percent year-over-year, and now serves 829 Forbes Global 2000 companies.

This is the template the market has been waiting for: accelerating growth, raised guidance, margin expansion, and credible AI monetization arriving in the same earnings cycle. Product revenue growth has now accelerated for three consecutive quarters, which is the metric that matters to anyone who has watched software earnings long enough to know that total revenue is a vehicle for burying the decline of legacy products.

The software sector caught bid on cue. Snowflake proved, once again, that the market will pay a premium for visible AI traction. It did not prove, however, that every software valuation deserves the same treatment. Traders and portfolio managers now face a simple decision: confirm whether Snowflake is a genuine outlier with credible AI adoption, or whether the broader software cohort can repeat this pattern. That confirmation will arrive in the coming weeks as other software names report. Until then, Snowflake's 23 percent move serves as both permission and pressure for the rest of the sector to show similar discipline in execution and actual customer adoption of generative AI products. The market is not interested in AI headlines. It is interested in customers who pay for AI capabilities and use them.