Ashutosh Rana

Beyond RAGAS: A Compliance-Aware Evaluation Framework for Retrieval-Augmented Generation in Regulated Sectors

Retrieval-Augmented Generation has become the dominant architecture for enterprise knowledge systems, with adoption spanning healthcare, education, and financial services. Existing evaluation frameworks — most notably RAGAS — measure faithfulness, answer relevance, context precision, and context recall. These metrics a...