Snowflake Data Products from Scratch | 3 Billing Products + Streamlit + Cortex AI

🚀 In this hands-on webinar, we build 3 production-ready billing data products on Snowflake — live from raw PostgreSQL tables all the way to governed views, a Streamlit dashboard, and Cortex AI queries. Most teams have data. Very few have data products. This session shows you exactly how to close that gap. 📌 WHAT YOU'LL BUILD ✅ DP_REVENUE_BY_PRODUCT — Revenue share, collection rates & payment quality per plan ✅ DP_GROWTH_ANALYSIS — Month-over-month MRR, net new vs churned, momentum labels ✅ DP_PROFITABILITY_PREDICTABILITY — LTV, churn risk score (0–100), upsell signals & account tiers All 3 products are built on 5 raw billing tables ingested from PostgreSQL via Hevo CDC pipelines into Snowflake. https://medium.com/@mandeeprana0453/snowfl...