Have Catastrophe Models Reached a Point of Overengineering?
Growing complexity in catastrophe models can reduce accuracy by creating blind spots and overreliance. A disciplined, consistent approach helps preserve clarity and better risk decisions.
Catastrophe Analytics
Final Milton Claims within 5% of Juniper Re’s 1 Week Post Landfall Estimate
Juniper Re’s analysis shows Hurricane Milton claim estimates were within 5% of final totals, demonstrating how early catastrophe analytics improve reserving and decision-making.
Catastrophe modeling’s new era: sharper risk, bigger questions for insurers
Catastrophe modeling is evolving, demanding more transparency, clearer assumptions, and stronger insight into frequency perils. As Adam Miron explains, insurers can no longer rely on black-box models — they need visibility that matches the pace of today’s risks.
Wildfires Ignite Flash Flood Risks in Southern California
Southern California wildfires leave soils water-repellent, raising flash flood and mudslide risks this winter—homeowners and insurers must reassess flood exposure now.
A lost Opportunity: Impactful Wildfire Model Variables That are Rarely Leveraged
Wildfire risk modeling: Juniper Re and CAPE® Analytics leverage defensible space and Firewise USA® status to slash loss estimates and boost underwriting precision.
Hurricane Milton – One Week Out
One week post landfall, 44% of residential property claims are reported for Hurricane Milton.
Hurricane Helene Update: The Benefits of Refined Hurricane Wind Footprints
Juniper Re data shows 60% more wind exposure from Hurricane Helene than NOAA, with key differences in land impact across Florida and South Carolina.
The Benefits of Refined Hurricane Wind Footprints
Discover how Juniper Re’s refined wind data outperforms NOAA’s, improving hurricane risk accuracy and exposure planning for insurers.
Fantasy Football & Catastrophe Risk Selection
Fantasy football drafts & catastrophe risk selection share key tactics—apply model adjustments, competitor insights, and dynamic monitoring for a real edge.
Juniper Re Strengthens Catastrophe Analytics Platform with CAPE Analytics Collaboration
Juniper Re strengthens its catastrophe analytics platform with CAPE Analytics’ AI-driven property intelligence, delivering enhanced risk modeling and underwriting precision.