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An exploration into AI-orchestrated big data pipelines, showcasing project goals, innovative capabilities like real-time monitoring and predictive analysis, and leveraging cloud-native technologies such as Kubernetes and multi-agent systems. It addresses challenges in current workflows, implementing dynamic solutions while highlighting the design, implementation strategies, progress milestones, and future scope. Offers insights into AI's transformative role in big data management and invites...