AI-Generated Executive Summaries for Renewal Negotiations
A defensible renewal story, ready 30 days before the carrier calls.
RiskFlow's LLM-generated renewal narrative assembles an executive summary for each employer group: risk tier projection, top claimants and their trajectory, aggregate corridor consumption, interventions logged and savings realized, recommended counter-negotiation levers, and a communication script for the client meeting. Generated on demand.
LLM-assisted narrative compiled from claims, exposure, alert, and intervention data — produced for each employer at renewal.
Narrative frames the year's risk trajectory, top three claimants by exposure, and projected renewal increase %.
Closed interventions and realized savings are paired with the projected increase to justify rate positions.
Narrative recommends levers: lasering, contract basis adjustment, terminal liability change, specific / aggregate rebalancing.
Risk scores, exposures, alerts, interventions, and policy specifics are packaged into a structured prompt for the LLM.
AI produces executive summary, top-claimant trajectory, intervention impact, and recommended negotiation levers.
Account manager reviews, edits, and finalizes the narrative ahead of the client and carrier meetings.
Narrative is bundled into the renewal packet and used as the strategic anchor for both pricing defense and client communication.
“The narrative shortened our carrier negotiation on one client from six weeks to nine days — and held an 11% increase down to 4%.”