Internal product
Data pipeline and dashboards
ETL from multiple sources into a warehouse, plus dashboards for product and leadership.
PythonSQLMetabase
Challenge
Data lived in product DBs, ads platforms, and support tools. Nobody had a joined-up view; decisions were based on partial data.
What we did
Scheduled pipelines pull from each source, normalise and load into a dedicated warehouse. Dashboards cover funnels, retention, and ops metrics so product and leadership share the same numbers.
Outcome
Weekly reporting is automated; ad-hoc analysis is possible without engineering. We added new sources and dashboards as needs emerged.