Data Platform Modernization
Aging data platforms impose hidden costs: expensive hardware refreshes, skills scarcity for legacy technologies, and architectural constraints that block new use cases. We plan and execute migrations that move organizations to modern platforms without breaking the reports and models that business teams depend on.
60%
Infrastructure Cost Reduction
0
Analytical Downtime During Migration
5x
Query Performance Improvement
Data Platform Modernization Services
Practical, production-ready work — not proofs of concept that never make it to real users.
Migration Assessment
Audit existing platform, catalog data assets, document dependencies, and produce a migration plan with risk rating for each workload.
Schema & Query Translation
Systematic conversion of platform-specific SQL dialects, stored procedures, and ETL jobs to modern equivalents.
Parallel Run Validation
Run old and new platforms in parallel to validate output equivalence before decommissioning the legacy system.
Team Enablement
Training and documentation so your data team can operate and extend the new platform independently after handover.
Common Engagements
Teradata to Snowflake
Migration of an on-premises Teradata data warehouse to Snowflake including SQL translation and pipeline rebuild.
Hadoop Sunset
Migration of Hadoop HDFS and Hive workloads to a cloud lakehouse on Databricks or BigQuery.
Legacy ETL Modernization
Replacement of Informatica or SSIS ETL jobs with modern dbt transformations and cloud-native connectors.
Consolidation Migration
Consolidate data scattered across multiple legacy platforms into a single governed data warehouse.
What You Can Count On
- Structured parallel run phase catches discrepancies before users are affected
- Migration sequenced so business-critical workloads move last with maximum validation
- Elimination of legacy licensing and hardware support costs
- Modern platform unlocks use cases like ML feature stores and real-time analytics
- Reduced operational burden on data engineering teams from platform maintenance
Technologies We Use
Ready to Get Started?
Tell us about your project and we'll put together a practical path forward.
Talk to Our Team