Client Use Cases
Real-world Databricks data engineering and platform optimization projects delivered across industries. From large-scale migrations to cost optimization, explore how we drive tangible outcomes for enterprise clients.
Cross-Industry Expertise
Our Databricks and data engineering expertise spans 6 distinct industries, from pharma and FMCG to gaming and financial technology.
Pharmaceuticals
2 projects
Beverages / FMCG
1 project
Retail
1 project
Gaming / FinTech
1 project
FinTech
1 project
Technology
1 project
7 Projects. Measurable Impact.
Each engagement below represents a deep-dive case study with full project context, architecture details, technology stack, and quantified business outcomes.
01 / 07AWSAmgen Pharma Inc.
Pharmaceuticals
Enterprise Databricks Implementation & Unity Catalog Migration
Orchestrated a full-scale migration of 400+ data pipelines from AWS Glue to Databricks Unity Catalog, delivering centralized governance and zero business disruption for a global pharmaceutical leader.
02 / 07AWS / Multi-CloudAstraZeneca Pharma
Pharmaceuticals
Databricks Pipeline Optimization with Infrastructure as Code
Implemented a comprehensive Infrastructure as Code strategy using Terraform for consistent Databricks deployments, automated Salesforce data ingestion via Fivetran, and established modern CI/CD pipelines within a Lakehouse architecture.
03 / 07AzureCoca-Cola
Beverages / FMCG
Unified Data Pipeline for Supply Chain Optimization
Built an end-to-end data pipeline using Azure Databricks and Azure Data Factory, delivering real-time shipment tracking that transformed global supply chain visibility and logistics efficiency.
04 / 07Azure / Multi-CloudGulf Marketing Group (GMG)
Retail
SAP HANA to Databricks Migration with Real-Time Streaming
Executed a seamless migration from SAP B4P HANA to Databricks Data Intelligence Platform with Delta Live Tables and real-time streaming, enabling near-instant analytics for a major Dubai-based retail company.
05 / 07AWSFanDuel
Gaming / FinTech
Enterprise Cost Optimization & Governance for Gaming Platform
Reduced monthly Databricks costs from $300K to $120K (60% savings) through Terraform-managed cluster policies, spot instance deployment, and role-based governance for a high-growth gaming platform.
06 / 07AWSDriveWealth
FinTech
Legacy Databricks to E2 Platform Migration
Led a dual-track migration from legacy Databricks to the E2 platform with full Hive Metastore to Unity Catalog migration, unlocking AutoML, Feature Store, and optimized SQL capabilities for mission-critical financial pipelines.
07 / 07Multi-CloudDatabricks (Internal)
Technology
Tableau to Databricks AI/BI Migration with Modern Data Stack
Migrated from Tableau to native Databricks AI/BI with Photon engine integration, built multi-source ingestion pipelines, implemented medallion architecture, and deployed version-controlled dashboards via Databricks Asset Bundles.
Technologies Across Our Engagements
A unified view of the platforms, tools, and frameworks leveraged across all 7 client engagements.
Have a Similar Challenge?
Whether you need to migrate hundreds of pipelines, optimize cloud costs, or build real-time analytics, our team has proven expertise to deliver results.