Snowflake is a data warehouse in the cloud. In the past, companies would have spent a fortune on Oracle or Teradata licenses and a fortune on on-prem hardware to run it on. Now they spend it on Snowflake and run it on AWS, etc. Same story as with any SaaS product - cheap and easy to get started, only pay for what you use, but over time the costs........get big.