Return to Article Details AI-Governed Multi-Modal Data Sourcing Pipelines Using Apache Flink on Kubernetes: A Self-Evolving Architecture for Semantic Contracts, Schema Intelligence, and Cross-Format Normalization in Cloud Lakehouse Systems Download Download PDF