Late severity escalation claims, sometimes called “jumper claims” start out looking ordinary. Then, seemingly with no warning, they escalate materially after the organization has already set reserves, staffing expectations, and outcome targets.
Many carriers have already proven AI value in pockets of claims work. The problem is AI agents aren’t embedded within core processes. AI assistants or chatbots that summarize a document or draft an update do not, by themselves, take action autonomously within a set of predefined guardrails.
