Highly complex domain data includes multiple BUs, Salesforce and Product data sources. Powers consolidated SaaS metrics such as MRR, Churn broken down for different teams.
Reporting is based on Tableau and Snowflake.
Challenge
All metrics are implemented in stacked VIEWs totaling 10s of thousands of SQL lines
Reporting is implemented in dozens of disparate Tableau dashboards
Duplication of logic results in common data errors and inconsistencies
Every new business demand requires a >1 week data engineering cycle
Honeydew deconstructed the old VIEWs to a semantic layer
Every VIEW powering a dashboard is automatically built and maintained by Honeydew, without any duplications
90% of new business demands moved to self-serve and are typically <1 hour
Solution
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