<ul data-eligibleForWebStory="true">Bharat Kumar Chaturvedi's research introduces a new data architecture paradigm for resilient, scalable, and intelligent data ecosystems.Automation through metadata-driven ingestion reduces onboarding time for new data domains by over 60% and eliminates fragile ETL pipelines.Chaturvedi emphasizes vault-aware transformation logic to accelerate development cycles and ensure traceability and transparency in transformations.His cloud-native models support elastic deployment, optimizing resource usage for performance and precision.Chaturvedi's work embeds governance features, including graph-based lineage tracing, elevating trust in data and enabling confident decision-making.His research enables the development of Data Vault Centers of Excellence, bridging theory and practice for actionable strategies.Chaturvedi envisions AI-augmented pipelines for self-optimizing data ecosystems that anticipate and adapt to changes in real-time.