United States — billion-dollar climate disasters
Top drivers
⌁ mcp.call("adw-076") vADW-076-live-1.0 Are US climate-disaster costs trending above historical norms?
United States — billion-dollar climate disasters
Top drivers
⌁ mcp.call("adw-076") vADW-076-live-1.0 An ESG-risk monitoring agent polls ADW-076 daily and, when the score rises above 75 (the current reading of 73.2, at the 85th percentile of the 1980-present NOAA NCEI cost history) with a rising trend and confidence > 0.8, it automatically triggers a re-pricing memo to the underwriting queue and flags any open property-catastrophe treaties that lack inflation-adjustment riders. The source_lineage pointing to NOAA NCEI CPI-adjusted annual series, combined with methodology_version, lets the compliance layer verify the exact vintage of the cost distribution used — a requirement for Solvency II internal-model sign-off.
A Chief Actuary at a regional P&C insurer uses ADW-076's cost_z_score and trailing_10yr_mean_usd_b fields at each quarterly rate-filing to justify above-trend premium increases to state regulators. The IOM packages 45 years of NOAA NCEI data into a single auditable number, replacing a manual pull-and-normalize process that previously required two analysts and five days; the top_drivers array names the specific hazard categories (wind, flood, wildfire) lifting the score, giving underwriters the hazard-level decomposition they need to tighten deductibles selectively rather than across the board.
z-score of latest annual cost vs full 1980-present history → clamp(50 + z×15, 0, 100)
Version ADW-076-live-1.0 · validated to beat a naive baseline · benchmark: Swiss Re Sigma (proprietary); Munich Re NatCat (proprietary)