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Data Services

Data Engineering Company Building Robust Data Foundations FAQs

Snowflake or BigQuery?

It depends on your current ecosystem (AWS vs GCP) and query patterns. We help you choose the platform that delivers the best performance-to-cost ratio for your specific data volume.

What is dbt and why do we need it?

dbt (data build tool) allows your team to manage data transformations using SQL and software engineering best practices like version control and testing. It is the modern standard for warehouse modeling.

How do you handle data privacy (GDPR)?

We implement PII masking, role-based access control (RBAC), and data residency configurations from day one to ensure your data stack is fully compliant with global regulations.