Dmitry Kobyzev

LLM-Based Agent for Competitive Landscape Mapping in Drug Asset Due Diligence

In this paper, we describe and benchmark a competitor-discovery component used within an agentic AI system for fast drug asset due diligence. A competitor-discovery AI agent, given an indication, retrieves all drugs comprising the competitive landscape of that indication and extracts canonical attri