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What it does
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Replaces

Manual, job-by-job rewrites of legacy ETL workflows.

Built for

Teams retiring legacy ETL platforms for a modern cloud stack.

Delivers

Extracted metadata, generated target payloads, and a reviewed cutover.

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Challenges addressed

Why this module matters

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How it works

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Hover any stage below to pause and inspect it — the flow keeps moving on its own otherwise.

How the ETL migration framework works Legacy ETL jobs are scanned by AI agents into structured metadata, generated into modern pipeline payloads, reviewed by engineers, then deployed. 01 Legacy ETL jobs 02 AI metadata extraction 03 Payload generation 04 Human-in-the-loop review 05 Modern ETL platform

Key capabilities

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See it in motion

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EMF — ETL Migration Framework
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Real-world impact

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Outcome

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Ready to explore

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