Operational Intelligence: Warehouse, Reverse ETL, and Dashboards
Centralize raw events, ad spends, CRM updates, and subscription data in Snowflake, BigQuery, or Redshift. A unified model powers consistent funnel metrics, removing reporting debates and freeing teams to execute improvements instead of reconciling spreadsheets. Comment if you want our modeling starter kit.
Operational Intelligence: Warehouse, Reverse ETL, and Dashboards
Sync modeled traits like propensity, lifecycle stage, or churn risk from the warehouse into tools that act: ads, email, chat, and sales. This closes the loop, ensuring the same definition drives both measurement and personalized experiences people actually value. Which traits matter most in your stack?