One source of truth. Zero spreadsheet wars.

BigQuery designed for your access patterns.

We set up your BigQuery project with partitioning, clustering, cost controls, and IAM governance, architected for the queries your team actually runs.

What you get:

• BigQuery project with cost controls and budget alerts
• Partitioning and clustering by access pattern
• Sub-second dashboard performance
• IAM governance with least-privilege access per role
• Fivetran, Supermetrics, Adverity for source ingestion

Data pipeline architecture from raw data to trusted marts.

Raw-Staging-Intermediate-Mart layers. Incremental models that process only new data, not the full history. Reusable logic patterns. Automated quality checks on every change.

What you get:

• Data Pipeline: Raw to Staging to Intermediate to Marts
• Incremental models that process only new data, not the full history
• Reusable logic patterns for consistent metric definitions
• Automated quality checks and code review on every model change
• Dimensional modeling for regulatory and compliance reporting

One definition of revenue. One definition of a customer.

Trusted business metrics defined once and used everywhere. No more spreadsheet wars between teams. Compatible with Omni, Looker, and dbt Semantic Layer.

What you get:

• Unified metrics built on tested data models
• Centralized KPI definitions with lineage
• Self-serve analytics for every stakeholder
• Version-controlled metric logic

Automated testing that catches problems before they reach any report.

dbt tests, source freshness, anomaly detection, and data contracts. Your warehouse stays trustworthy at scale.

What you get:

• Automated dbt tests on every model
• Source freshness monitoring
• Anomaly detection pipelines
• Data contracts between teams
• Technical debt reduction and pipeline optimization