What is Dataform
Dataform is a fully managed, cloud-native platform that helps teams automate and manage SQL workflows in BigQuery. It enables you to define, test, schedule, and document data transformations using SQL — all inside the Google Cloud Console.
Contact UsAdvantages
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Faster Time-to-Insight
Automated pipelines reduce the turnaround time between raw data and usable insights. Analysts don’t need to rely on engineers for deployment, and teams don’t have to wait days to validate metrics.
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Built-In Data Governance
With Git integration, built-in testing, and a visual DAG, every transformation is traceable. KPIs can be audited back to their source logic. Changes are versioned, documented, and reviewable.
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Collaboration Without Bottlenecks
Engineers can review logic and enforce standards, while analysts can build models independently — without handoffs or Jira tickets. Everyone works in one place.
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Cost-Efficiency That Scales
Unlike dbt Cloud, Dataform doesn’t charge per user or project. It’s included as part of Google Cloud, meaning you only pay for BigQuery compute. For many clients, this reduces costs without sacrificing capability.
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Sustainable Scaling Without Engineering Burnout
Dataform empowers lean data teams to operate like mature ones. Instead of asking your engineers to build custom orchestration from scratch, you get a fully managed system — ready to use, ready to grow.
Analytics Data Stack Structure
How We Use Dataform
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Accident Management Company
Our client replaced manual spreadsheets with automated dashboards in Looker Studio, integrating CRM, Ads, and GA4 data into one warehouse. The result: real-time visibility, fewer errors, and one trusted source for marketing and operations.
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Non-profit
A government-funded nonprofit in Canada, needed analytics that worked for both daily operations and board-level reporting. We replaced manual Google Sheets with a cost-efficient data stack and built two distinct dashboards—one interactive and real-time for the team, and one static, branded snapshot for sponsors—so every stakeholder got exactly the data they needed.
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p2p Platform
The client was scaling fast—but their data wasn’t. With fragmented reporting and no reliable way to measure ROAS or long-term user value, decisions stalled. We fixed that by building a unified data pipeline and dashboards that brought instant clarity to their growth strategy.
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