Annual compute from $80K to $50K

The team had steady growth and steady usage, but compute spend was climbing faster than both. Cost controls were reactive and late.

I rebuilt the warehouse policy around workload isolation, right-sized compute tiers, and execution patterns that matched demand instead of peaks.

Headline outcome: annual Snowflake compute moved from $80K to $50K.