Technical Briefings

Analyzing how machine-learning search engines, RAG systems, and clinical knowledge graphs resolve provider identity.

Technical Brief // 01

How AI Search Engines Resolve Physician Entities

A deep dive into Retrieval-Augmented Generation (RAG) and why conflicting NPI registry data and address drift silently remove surgeons and specialists from AI search recommendations.

Published May 2026 Read Briefing

Technical Brief // 02

Measuring Co-Citation Density in Medical LLMs

Forthcoming analysis on the link vectors between medical publications and regional search prominence.