That single EC2 box with a couple hundred GBs of RAM running DuckDB is looking better and better each day, compared to getting billed up the butthole for snowflake...
also more than just an ec2 but that is always the risk. someone describes an idea in short form, someone else with insufficient experience tries to implement.