- Platform/SRE — Plan: If on-prem Kafka migration to MSK is on the roadmap, evaluate AWS Transform’s new assessment agent this quarter — it automates topology mapping, compatibility checks, broker right-sizing, and cost projection that otherwise takes weeks.
- CI/CD — Skip
- Leader — Learn: This tool generates AI-assisted TCO business cases for Kafka-to-MSK migrations, which could inform a build-vs-buy or cloud-migration decision, but it doesn’t force one — useful context for orgs still running self-managed Kafka.