Context: Across Life, P&C, Reinsurance, and Broker segments, the Loss Adjustment Expense ratio reflects how effectively claims costs are executed and controlled. When LAE trends upward, it signals that critical claims decisions are happening too late.

Challenges: Ownership assignment frequently trails first notice of loss, allowing delay to set in early. Severity indicators are recognized after costs have already accumulated, and escalation happens once complexity is obvious, by which point leakage is locked in.

Solution: The Claims Cost Control Guidance Agent, an AI agent built using Microsoft Copilot Studio, monitors live claim signals — severity shifts, exposure indicators, timeline deviations — and intervenes before cost curves bend, enforcing early adjuster assignment and prompting escalation when thresholds are crossed.

Impact: Insurers see LAE improve as claims teams act earlier rather than harder, with costs stabilizing because execution becomes predictable rather than managed after the fact.