Modernize

Migrate legacy ETL, databases, and pipelines to cloud-native platforms. Automate conversion, validate code, eliminate technical debt.

DS Migrate Architecture

Source Platform
Intelligent Assessment
Schema Designer
Data Migration
Agentic Process Converter
Data Validation
Documentation
Integrated DataSwitch Engine
Volumetric Analysis
Proof of Technology
Schema Re-Designer
Data Mapping
Migration Script Generation
Extract
Transfer
Transformation
Load
Tool to Tool
Tool to Script
Script to Script
Script to Tool
Data Validation
Error Report
Code to Doc
Data Lineage
Job Scheduling & Monitoring
Audit, Balance & Control
Target Platform
Modern DB
Control Flow Conversion

The Modernization framework combines intelligent assessment, metadata-driven transformation, automated validation, orchestration, lineage, and deployment acceleration into a unified modernization architecture engineered for enterprise-scale transformation programs.

Where do you want to migrate to?

Choose Your Target Platform

Snowflake logo

Snowflake

The Data Cloud

Migrate any legacy platform to Snowflake with up to 95% automation. Proven across SAP HANA, DataStage, Informatica, Hive, and Teradata.

95% Automation10+ Migrations6-wk Delivery
Databricks logo

Databricks

Lakehouse Platform

Transform legacy ETL, SQL, and warehouse-centric workloads into scalable Databricks Lakehouse architectures. Optimized Spark execution.

75-80% Automation125,000+ Objects20+ Implementations
Microsoft logo

Microsoft

Intelligent Data Ecosystem

Modernize legacy ETL, analytics, and warehouse environments into scalable Microsoft-native data platforms (Fabric, Synapse, and ADLS Gen2).

86% Automation30,000+ Objects23+ Implementations
Informatica IDMC logo

Informatica IDMC

Intelligent Integration

Evolve fragmented ETL and data integration landscapes into intelligent, metadata-aware Informatica IDMC environments optimized for cloud-native execution.

75-80% Automation12,000+ Objects8+ Implementations
dbt logo

dbt

AI-Led Automation

Accelerate enterprise migration to dbt. Convert legacy ETL, SQL, and warehouse transformations into production-grade dbt models and macros.

85-90% Automation4-6 Wks Delivery14+ Implementations

Why Choose Us?

Faster Modernization Cycles
Reduced Engineering Effort
Production-Ready Transformation
Governance-Driven Modernization
Cloud-Native Scalability
Cross-Platform Transformation

Frequently Asked Questions

The DataSwitch Modernize framework is engineered to migrate legacy ETL architectures, databases, and complex data pipelines into modern, cloud-native platforms. By combining intelligent assessment with metadata-driven transformation, the platform automates code conversion, validates logic, and eliminates legacy technical debt for enterprise-scale transformation programs.
Data validation operates as a dedicated technical layer within the script generation and mapping pipeline. When a migration script is processed, the system triggers automated Data Validation routines alongside granular Error Report generation, which are overseen by continuous Job Scheduling, Monitoring, Auditing, Balancing, and Control loops.
DataSwitch delivers up to a 95% automated migration rate when refactoring legacy structures into Snowflake (The Data Cloud). This accelerated track is proven across complex legacy environments—including SAP HANA, DataStage, Informatica, Hive, and Teradata—and typically yields a reliable 6-week delivery turnaround across more than 10 global migrations.
For the Databricks Lakehouse Platform, DataSwitch drives a 75% to 80% automation baseline, optimizing Spark execution across more than 125,000 migrated objects. When transitioning to dbt for analytics engineering, the platform delivers an 85% to 90% automation rate within a 4-to-6 week delivery window, converting legacy ETL and SQL into production-grade dbt models and macros.
DataSwitch modernizes legacy environments into the Microsoft Intelligent Data Ecosystem (including Fabric, Synapse, and ADLS Gen2) at an 86% automation rate across 30,000+ objects. For Informatica IDMC, it provides an intelligent, metadata-aware integration track achieving 75% to 80% automation across more than 12,000 objects, optimizing execution for cloud-native runtime environments.
Enterprises leverage DataSwitch Modernize to capture six distinct operational advantages: Faster Modernization Cycles, significantly Reduced Engineering Effort, predictable Production-Ready Transformation, Governance-Driven Modernization protocols, native Cloud-Native Scalability, and seamless Cross-Platform Transformation capabilities.

Ready to Transform Your Data Engineering?

Start with a free consultation with our technical team. We'll analyze your current data architecture and show you exactly how the SwitchIE platform can accelerate your transformation.