Data Engineering & BigQuery
Your marketing and analytics data, unified in BigQuery: GA4 exports, ad platform costs, MMP data and backend truth in one queryable warehouse, with pipelines that run themselves.
Your data lives in ten places and agrees in none
GA4 has one revenue number, the ad platforms another, the backend a third. Every analysis starts with an export marathon and ends with a spreadsheet nobody fully trusts. We bring it all into BigQuery: native GA4 export, ad platform cost data via APIs, MMP raw data, CRM and backend feeds, modeled into clean, documented tables your team can actually query.
Pipelines built to run without us
We design the warehouse around your questions, not around the tools. Scheduled pipelines land the data nightly, quality checks from our Measurement Health Framework watch for anomalies, and everything is documented so the setup outlives any single person, including us. No black boxes: you own the project, the code and the tables.
One warehouse, every downstream use
The result is a single source of truth that feeds everything: Looker Studio dashboards, ad platform bid strategies, finance reconciliation, and AI tools that need clean structured data. This is for teams that have outgrown interface reports and spreadsheet exports, and want their measurement investment compounding in infrastructure they own.
FAQ
Do we need our own Google Cloud project?
What does BigQuery cost to run?
Can you work with our existing warehouse setup?
Who maintains the pipelines after handover?
