How does Scala support real-time data mesh architecture?

Scala enables data mesh through decentralized data ownership and streaming-first pipelines.

Data mesh architecture distributes data ownership across domains. Scala supports this using Kafka-based event streaming, schema registry governance, and domain-specific services. Each domain exposes data as products via APIs or streams. Functional pipelines ensure transformation logic is composable and testable, while ZIO or Akka Streams handle processing.