Health plans are not short on automation. They are short on autonomy. Most payer AI programs today are a patchwork of point solutions bolted onto static, linear workflows — a bot that reads a fax, a model that scores a claim, a chatbot that answers a benefits question. Each delivers a local win. Together, they leave the plan's administrative core as brittle as before: rule-bound, exception-heavy, and dependent on people to move work between systems. At Elevance Systems, we integrate data, AI, and automation into a unified digital core. Our strategy centers on adaptive, event-driven agentic architectures built for high autonomy, resilience, and precision. Below are the ten highest-value targets for AI inside a health plan — and what each one actually requires structurally.
