Legacy to Databricks Migration
Seamless Migration from Any Legacy Platform
What is legacy-to-databricks?
Our legacy-to-databricks solution enables organizations to efficiently migrate from ANY legacy environment to the Databricks Data Intelligence platform with minimal risk and maximum value.
Purpose-Built Migration Accelerators
Our migration accelerators are purpose-built solutions developed to solve real customer challenges. We created them to shorten the time it takes for enterprises to realize value from the Databricks Data Intelligence Platform.
Each solution combines proven blueprints, automation, and Databricks best practices. They're designed to simplify complexity, reduce risk, and deliver outcomes fast—from standing up a production-ready Lakehouse in weeks to unlocking AI-powered insights with governed pipelines.
By embedding governance, security, and cost optimization into every accelerator, StarX ensures you get more than a quick start. You get a scalable foundation that supports your business long term.
SQL & ETL
Legacy DWH and Hadoop transformations
SAP & ERP
Business-critical workload migration
BI Extracts
Unified reporting and analytics
ML Models
Production-scale model serving
From Discovery to Validated Production
Our end-to-end framework takes you from discovery through validated cutover, combining automation, governance, and data quality checks to reduce migration risk and accelerate value on Databricks.
Baseline Lakehouse Foundation
Establish a secure landing zone with Unity Catalog as the foundation. Lay the groundwork for governance and scalable data operations.
Assess Lineage & Patterns
Analyze lineage, SQL patterns, and workload criticality. Gain a clear picture of dependencies before migration begins.
Convert to Modern Patterns
Transform SQL and ETL logic into Spark and Lakehouse patterns. Modernize workflows without disrupting business logic.
Orchestrate with Unity Catalog
Automate data pipelines using Delta Live Tables. Register assets seamlessly into Unity Catalog for unified governance.
Validate with Side-by-Side Testing
Run parallel tests to ensure accuracy and consistency. Confirm data quality with automated checks before production.
Risk-Free Production Cutover
Move to production with parallel run and rollback plan. Minimize downtime and ensure a smooth, risk-free transition.
Typical Migration Engagement Timeline
Every legacy-to-databricks migration follows a proven three-phase journey, balancing speed with governance and risk control.
Assessment
2-3 weeks
- Stand up landing zone and enable Unity Catalog
- Define migration plan and ROI projections
- Identify pilot candidates and success criteria
Pilot Move
4-6 weeks
- Migrate 1-2 workloads as proof of concept
- Validate with comprehensive side-by-side testing
- Refine processes and automation frameworks
Scale-Out
8-12 weeks
- Apply factory model with automation at scale
- Execute risk-based cutover plan
- Deliver operations handoff and runbooks
Purpose-Built Migration Accelerators
StarX brings proven tools and frameworks that de-risk migrations and accelerate time to value. Our accelerators are designed to handle complexity at scale while ensuring governance, performance, and cost optimization.
Automated Discovery & Workload Grouping
Automatically identify dependencies and group workloads for efficient migration planning and execution.
Reusable Ingestion Patterns
Standardized templates for streaming and batch ingestion that simplify delivery and speed implementation.
Security by Default
Role-based access controls, data masking, and comprehensive audit trails built into every migration step.
BI and App Endpoint Compatibility
Preserve existing integrations for reporting and applications without disruption to business operations.
Cost Optimization Framework
Optimize compute, storage, and resource usage to keep performance high and operational costs low.
Quality Assurance Automation
Automated testing and validation frameworks ensure data integrity throughout the migration process.
Key Features
Benefits
Migration Solutions
Comprehensive migration capabilities for any source platform to Databricks
Start Your Migration Journey Today
Transform your legacy data infrastructure with our proven legacy-to-databricks methodology. Reduce risk, accelerate timelines, and unlock the full potential of your data.