The challenge
The organization was operating on a poorly modeled Azure SQL warehouse that limited scalability, made reporting harder to maintain, and restricted the quality and usability of analytics across key business functions.
Back to case studies
International OrganizationLarge international organization
Enterprise Reporting Platform Modernization
Datansh helped a large international organization replace a poorly structured Azure SQL reporting foundation with a scalable Databricks-backed data platform, creating a stronger serving layer for enterprise analytics, multilingual reporting, and cross-functional operational insights.
DatabricksReportingAzure SQLQA Workflow
Measurable outcomes
Azure SQL foundation modernized into a Databricks-backed Medallion Architecture for better scalability and resilience.
0 critical post-launch issues reported after deployment.
3-stage QA-first release workflow established across Dev, QA, and Production.
What Datansh did
Datansh refactored the legacy warehouse into a Databricks-backed multi-hop architecture, improved the data flow for more reliable analytics consumption, and introduced structured reporting and QA-led delivery practices.