About
Karen Clark & Company (KCC) is a specialist catastrophe risk modeling company offering a comprehensive suite of natural peril models across multiple geographies. Their platform covers major perils including US Hurricane, US Wildfire, US Flood, US Severe Convective Storm, US Winter Storm, US Earthquake, and numerous international models spanning Japan, Australia, Canada, New Zealand, the Caribbean, Mexico, Central and South America, and Europe. KCC models are built on the most current advanced scientific research and are designed to be transparent, high-resolution, and customizable — enabling clients to verify footprints and damage functions directly. The platform incorporates advanced physical modeling techniques that capture all hazard phenomena, including the evolving impacts of climate change. A standout capability is LiveEvents™, which provides continuous real-time validation of models including daily severe convective storm (SCS) footprints, ensuring models stay calibrated to actual observed losses. KCC also offers consulting services and their CATLAB® analysis platform for interactive workshops and loss trend analysis. Their primary users are insurance carriers, reinsurance companies, brokers, and portfolio managers who rely on KCC's models for pricing, underwriting decisions, claims adjustment, reinsurance structuring, and catastrophe portfolio management. KCC is widely recognized for avoiding surprise losses by delivering reliable estimates for loss totals, claim counts, and claim size distributions at high spatial resolution.
Key Features
- Comprehensive Peril Coverage: Models for hurricane, earthquake, flood, wildfire, severe convective storm, winter storm, and more across the US and international markets.
- LiveEvents™ Real-Time Validation: Continuous model validation using real-world event data, including daily SCS footprints, to ensure models remain accurate and calibrated.
- Transparent High-Resolution Components: Fully visible and verifiable hazard footprints and damage functions, enabling clients to audit and customize model outputs.
- Climate Change Integration: Advanced physical modeling captures evolving climate impacts, providing forward-looking risk estimates beyond historical loss data alone.
- CATLAB® Analysis Platform: Interactive platform for exploring historical and future loss trends, pricing complex perils, and supporting reinsurance decisions.
Use Cases
- Insurance carriers using KCC models to price catastrophe risk more accurately and avoid underpricing natural peril exposures.
- Reinsurance companies leveraging high-resolution loss estimates to structure reinsurance treaties and set appropriate premiums.
- Catastrophe risk managers using portfolio-level modeling to identify geographic concentrations and manage aggregate exposure.
- Underwriters applying KCC models to individual risk assessments for wildfire, flood, and hurricane-prone properties.
- Climate risk analysts using KCC's climate-aware models to project future loss trends and assess long-term portfolio resilience.
Pros
- Scientifically Rigorous Models: Built on cutting-edge research with transparent, verifiable components — giving risk professionals confidence in loss estimates.
- Broad Geographic & Peril Coverage: Covers a wide range of natural perils across the US and global markets, making it a one-stop catastrophe modeling solution.
- Continuous Validation: LiveEvents™ ensures models are regularly tested and validated against real events, reducing model drift over time.
- Climate-Aware Modeling: Explicitly incorporates climate change trends, helping insurers prepare for future risk rather than relying solely on historical patterns.
Cons
- Enterprise-Only Pricing: KCC is a specialized enterprise platform with no public self-serve or free-tier option, limiting accessibility for smaller firms.
- Steep Learning Curve: The depth and technical sophistication of the models require significant expertise in catastrophe risk management to use effectively.
- Niche Audience: Designed exclusively for the insurance and reinsurance industry, making it irrelevant outside of specialty risk management use cases.
Frequently Asked Questions
What types of natural perils does KCC model?
KCC models cover hurricane, earthquake, flood, wildfire, severe convective storm, winter storm, extratropical cyclone, and typhoon across the US and numerous international markets.
Who are KCC's primary customers?
KCC primarily serves insurance carriers, reinsurance companies, brokers, and portfolio managers who need accurate catastrophe loss estimates for pricing, underwriting, and risk management.
What is LiveEvents™?
LiveEvents™ is KCC's real-time model validation system that continuously benchmarks models against actual catastrophe events, including daily severe convective storm footprints.
How does KCC handle climate change in its models?
KCC integrates advanced physical modeling techniques that explicitly capture the evolving impacts of climate change, providing risk estimates that go beyond reliance on historical loss data.
What is CATLAB®?
CATLAB® is KCC's interactive analysis platform used in workshops and consulting engagements, allowing clients to explore historical and future loss trends and analyze complex perils.
