- Introduces AWS Transform agentic migration assessments for on‑premises Apache Kafka clusters to Amazon MSK.
- Provides automated compatibility checks, right‑sized MSK Express broker recommendations, and cost projections via chat or MCP server.
- Enables inventory file upload, what‑if scenario modeling, and region‑specific pricing to generate migration business cases.