DevConf.IN 2025

Generative AI and Data Mesh: Transforming Observability in the Edge-to-Cloud Era
2025-03-01 , Meetups (Amphitheatre - Chanakya Building / School of Business)

The convergence of Generative AI and Data Mesh architecture is redefining enterprise observability. While Generative AI provides intelligent insights and predictive capabilities, Data Mesh empowers organizations with a decentralized, domain-driven approach to data management. Together, they unlock the full potential of edge-to-cloud systems, driving faster decision-making and proactive operations.
This presentation explores how combining Generative AI with Data Mesh architecture can:
Deliver advanced anomaly detection and predictive analytics at scale.
Automate root-cause analysis across decentralized data domains.
Synthesize complex telemetry data into actionable insights for diverse teams.
Enable domain-focused observability with real-time, AI-powered insights.
Through practical examples and strategies, attendees will discover how Generative AI and Data Mesh work synergistically to enhance observability, streamline incident response, and foster a resilient, intelligent enterprise ecosystem.
Join us to explore the next frontier of observability, powered by Generative AI and Data Mesh architecture.


What level of experience should the audience have to best understand your session?

Advanced - background knowledge and skills required