The Codify System by Medicare.dev is a proprietary 5-step AI engine that transforms natural language health needs into automated, adaptive clinical pathways [1]. It defines problems, generates structured care protocols, assembles specialized teams, guides execution via AI, and verifies outcomes to manage care [1]. Define the Problem: AI analyzes descriptions to identify core issues and relevant programs [1]. Codify the Solution: The platform auto-generates structured protocols with KPIs and branching pathways [1]. Assemble the Team: AI matches cases to qualified specialists for task assignment [1]. Execute the Program: A personal AI agent guides patients, adapting to failures and tracking progress [1]. Verify the Outcome: Results are confirmed and funds distributed, closing the loop [1]. Explore the full system at Medicare.dev.