Data & BI
dbt development & integration
Make warehouse transformations testable, documented and reviewable in source control.
Make the underlying story visible
01 / The detail
What we can build
Make warehouse transformations testable, documented and reviewable in source control.
- SQL models
- Data tests
- Dependency documentation
02 / The detail
Illustrative use case
Raw sales tables are transformed into reconciled reporting models.
03 / The detail
Decisions that matter
Tests express expected properties; they cannot supply missing business definitions. Plan incremental rebuilds and late-arriving data.
04 / The detail
From scope to a working release
Agree source ownership and metric definitions before building transformations. Reconcile against source totals, capture lineage and refresh expectations, and test access at the dataset as well as dashboard layer.
- A scoped workflow and explicit acceptance criteria
- A tested implementation with documented dependencies
- Deployment, recovery and maintenance responsibilities agreed before handover
Across India
dbt development for teams in every major Indian city.
We work remotely with businesses across India, in Indian working hours, with calls, shared boards and scheduled reviews. Teams we can support include:
- dbt development in Mumbai
- dbt development in Delhi NCR
- dbt development in Bengaluru
- dbt development in Hyderabad
- dbt development in Chennai
- dbt development in Pune
- dbt development in Ahmedabad
- dbt development in Surat
- dbt development in Vadodara
- dbt development in Rajkot
- dbt development in Kolkata
- dbt development in Jaipur
- dbt development in Indore
- dbt development in Nagpur
- dbt development in Lucknow
- dbt development in Chandigarh
- dbt development in Kochi
- dbt development in Coimbatore
- dbt development in Noida
- dbt development in Gurugram
- dbt development in Vapi
- dbt development in Silvassa
- dbt development in Daman
- dbt development in Umargam
Questions, answered
Before we begin.
When is dbt a useful fit?
Make warehouse transformations testable, documented and reviewable in source control. Start by comparing the required workflow with your existing systems. Raw sales tables are transformed into reconciled reporting models.
What should we resolve before implementation?
Tests express expected properties; they cannot supply missing business definitions. Plan incremental rebuilds and late-arriving data.
Do you take on dbt projects from other cities in India?
Yes. We work remotely with teams in Mumbai, Delhi NCR, Bengaluru, Hyderabad, Chennai, Pune, Ahmedabad, Surat and other cities across India, with calls, shared boards and scheduled reviews in Indian working hours.
How do we begin a project?
Share the workflow, intended users, existing systems and any release constraints. Discovery establishes scope, dependencies and acceptance criteria; estimates follow that assessment rather than a fixed promise before the requirements are known.
Keep exploring
Connected capabilities.
Data engineering
Move data from operational systems into dependable datasets with clear definitions and ownership.
Power BI development & integration
Turn governed datasets into reports that answer specific operational questions.
Tableau development & integration
Build exploratory dashboards with clear metrics and meaningful drill-down paths.
Start with the problem.
Build the right solution.
Bring your idea, workflow or existing application. We’ll help define a practical next step.