Sumanth Varma Dasaraju

AI Adoption in Analytics Engineering: A Dependency-Aware Framework for Context, Verifiability, Risk, and Progressive Autonomy

AI Adoption in Analytics Engineering presents a dependency-aware engineering framework for deciding how much responsibility generative-AI use cases can safely carry in analytics-engineering environments. Rather than treating AI adoption as a sequence of organizational maturity st...

Governed Agentic Analytics: A Systems Architecture for Trustworthy Natural-Language Access to Enterprise Data

Governed Agentic Analytics (GAA) is a systems architecture for trustworthy natural-language access to enterprise data. It separates probabilistic model reasoning from deterministic authorization, validation, and least-privilege execution. The architecture combines identity-aware...

AI Adoption in Analytics Engineering: A Dependency-Aware Framework for Context, Verifiability, Risk, and Progressive Autonomy

AI Adoption in Analytics Engineering presents a dependency-aware engineering framework for deciding how much responsibility generative-AI use cases can safely carry in analytics-engineering environments. Rather than treating AI adoption as a sequence of organizational maturity st...