Complex ETL and Transformations

Design, orchestrate, and monitor sophisticated ETL and ELT workflows with multiple steps, nested flows, and complex transformations across any source or destination.


Why it matters: Complex transformations are often essential for preparing data for analytics, compliance, or operational workflows—without them, insights can be incomplete or inaccurate.

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Why Etlworks

Multi-step workflows: Build nested flows with conditionals, loops, error handling, and parallel execution.

Advanced transformations: Apply mappings, scripts, filters, and calculated fields using SQL, JavaScript, or Excel-like logic.

Real-time or batch: Run flows on a schedule, on demand, or in response to events and changes (CDC).

Broad format support: Transform flat files, JSON, XML (including deeply nested structures), and binary data.

Mapping at scale: Use external mapping files, reusable transformation blocks, and prebuilt components.

Enterprise-grade performance: Optimize throughput with automatic partitioning, multithreading, and bulk loading.

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How Companies Use Etlworks for Complex ETL and Transformations

OpenGov, a leader in cloud software for local governments, uses Etlworks to power hundreds of complex pipelines across customer environments. With multi-step workflows, reusable templates, and real-time monitoring via Grafana, they reduced onboarding time by 90%.

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Universal Music Group (UMG), the world’s leading music company, needed to sync MySQL data with AS400 systems. Etlworks delivered transactional consistency and complex transformations using JavaScript through a CDC pipeline built for reliability.

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AMK Cambodia, a leading microfinance institution, turned to Etlworks for integrating complex XML from Oracle and Postgres into normalized Oracle warehouse tables. Advanced features like SQL*Loader, auto partitioning, and externalized mappings made it seamless.

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RecBi, a business intelligence provider, uses Etlworks for complex multi-step integrations across APIs, Salesforce, databases, email, GCP, and files. Their dynamic pipelines support multiple customers in one run, delivering flexibility and speed.

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