Agentic Orchestration for Self-Healing Data Pipelines: A Policy-Aware Framework for Autonomous Schema Drift Detection and Recovery in Cloud-Native Analytics Environments
Cloud-native analytics pipelines are vulnerable to schema drift, implicit data-contract violations, and cascading service-level objective (SLO) failures that conventional monitoring or manual DataOps may detect only after downstream impact. This paper presents AegisFlow, a policy-aware agentic orchestration framework f...