By automating the conversion of SQL, ETL, and transformation logic, and embedding automated validation loops, the accelerator minimizes manual rework and defect risk. This approach typically results in up to 5× faster migration timelines and significant cost savings compared to traditional manual rewrites and lengthy testing cycles, while ensuring a production-ready platform upon cutover. 

The accelerator supports any-to-any data platform migration, including common source platforms such as Oracle, SQL Server, Azure Synapse, and Informatica, as well as modern targets like Databricks, Snowflake, and Microsoft Fabric. 

The approach is platform-agnostic and designed to handle heterogeneous enterprise environments. 

Traditional migrations rely heavily on manual rewrites, lengthy testing cycles, and a high dependency on custom development, which increases costs and risks. 

KPI Partners’ approach is automation-first and validation-led, enabling: 

• Faster migration timelines 

• Lower migration costs 

• Reduced defect rates 

• Greater confidence before production cutover 

This allows enterprises to modernize without disrupting business continuity. 

Timelines vary based on complexity, scope, and platform mix. However, organizations using the Data Platform Migration Accelerator typically achieve migrations up to 5x faster compared to manual approaches. 

A proof-of-value phase using representative workloads helps establish timelines early and reduces the risk of full-scale execution. 

The accelerator utilizes automated data and code validation to ensure that migrated outputs accurately reflect the source behavior and business logic. 

This validation-led approach significantly reduces defects, minimizes rework, and ensures the migrated platform is production-ready before go-live. 

Yes. Most engagements begin with a proof-of-value or pilot phase, using representative workloads to demonstrate automation outcomes, validate logic preservation, and align on migration strategy. 

This approach helps stakeholders build confidence before scaling across the full migration scope. 

It is a services-led accelerator, combining KPI Partners’ automation utilities, migration frameworks, and deep platform expertise. 

This ensures enterprises get not just tools, but end-to-end accountability, from assessment through production readiness and scale.