MWAA Migration: Move Apache Airflow Without Relearning Lessons
An operator’s MWAA migration plan—what moves as‑is, what to redesign, exact checks, and a parallel‑run cutover with rollback. Use it in‑house or bring us in.

Analytics engineer who has built and run production data platforms for Disney, Hulu, Nike, Peloton, Gopuff, and Kaplan. Founded Vertex Data Consulting to do the deep work most data teams never find time for: dbt Cloud migrations, repo performance, Airflow reliability, and AI agents that actually touch the stack.
eric@vertexdataconsulting.comAn operator’s MWAA migration plan—what moves as‑is, what to redesign, exact checks, and a parallel‑run cutover with rollback. Use it in‑house or bring us in.
A practitioner’s guide to scoping, building, and rolling out an executive dashboard that leadership trusts—definitions first, charts second.
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We maintain a small client roster on purpose. If we're the wrong fit, we'll say so — and usually we know somebody who isn't.