// problem
Generic retrieval underperforms on healthcare data — domain terminology and structured records need retrieval tuned to context, not just semantic similarity.
// approach
RAG pipelines optimized for healthcare data, wired into agentic automation for claim validation, appointment scheduling, and medical documentation, backed by structured dataset integration with LLM-based reasoning.
// result
More accurate, contextually relevant responses, and more scalable, reliable backend services across healthcare workflows.