Research Note
Insurance Protection Gap and Mitigation Research Note
The protection gap is the difference between economic loss and insured loss. A number requires a hazard, geography, period, method, and source.
In this article
Insurance Protection Gap and Mitigation Research Note
The protection gap is the difference between economic loss and insured loss. A number requires a hazard, geography, period, method, and source.
Swiss Re currently estimates a $424 billion global natural catastrophe protection gap in 2025 and reports that about 27 percent of exposure was insured under its resilience index. This is a global model result, not a household coverage recommendation.
Better catastrophe models improve hazard, exposure, vulnerability, and loss estimates. They do not directly reduce physical loss, constrain development, finance mitigation, create capacity, make premiums affordable, or increase take-up.
The NAIC national resilience strategy connects home hardening, catastrophe modeling, risk communication, solvency, and resilient insurance markets. The NAIC resilience map links selected state grant and discount programs and warns that the record is incomplete and state-specific.
FEMA mitigation planning can support eligibility for certain grant programs. It does not guarantee money to an individual property.
The NIBS 2019 report finds positive national benefit-cost ratios for several mitigation categories. These averages do not establish the value of one project.
IBHS wildfire work supports a system-based view of mitigation. One feature can fail when roofs, vents, decks, fences, walls, vegetation, neighbors, and community conditions interact.
Premium effects depend on verification, insurer rules, rate structure, expenses, capital, reinsurance, concentration, regulation, and policy design. The public page must not promise a discount or prescribe work for a specific property.
Sources
Follow the evidence.
- content.naic.org: naic adopts first national climate resilience strategy insurance close coverage gaps and improvecontent.naic.org
- content.naic.org: resilience data visualization mapcontent.naic.org
- csrc.nist.gov: finalcsrc.nist.gov
- dash.harvard.edu: 13a7b031 0fdd 45ec a7e0 2b80e2bc679fdash.harvard.edu
- deepmind.google: identifying ai generated images with synthiddeepmind.google
- deepmind.google: synthiddeepmind.google
- developers.google.com: google search and ai contentdevelopers.google.com
- Introducing Search Generative AI performance reportsdevelopers.google.com
- Current Google Search AI feature documentationdevelopers.google.com
- Google's guide to optimizing for generative AI featuresdevelopers.google.com
- ibhs.org: wildland fire embers and flames home mitigations that matteribhs.org
- nibs.org: NIBS MMC MitigationSaves 2019nibs.org
- pubmed.ncbi.nlm.nih.gov: 22708885pubmed.ncbi.nlm.nih.gov
- pubmed.ncbi.nlm.nih.gov: 31864153pubmed.ncbi.nlm.nih.gov
- pubmed.ncbi.nlm.nih.gov: 33749936pubmed.ncbi.nlm.nih.gov
- spec.c2pa.org: charterspec.c2pa.org
- spec.c2pa.org: Explainerspec.c2pa.org
- steveblank.com: whats a startup first principlessteveblank.com
- cdc.gov: fatigue workcdc.gov
- energy.gov: doe releases new report evaluating increase electricity demand data centersenergy.gov
- energy.gov: powering americas ai future data center resource hubenergy.gov
- epa.gov: stationary enginesepa.gov
- fema.gov: lifelinesfema.gov
- fema.gov: requirementsfema.gov
- gao.gov: gao 25 107172gao.gov
- harpercollins.com: the hard thing about hard things ben horowitzharpercollins.com
- nist.gov: reducing risks posed synthetic content overview technical approaches digital contentnist.gov
- swissre.com: Natcat protection gapswissre.com
- ycombinator.com: startup school videosycombinator.com
- ycombinator.com: 8g how to get startup ideasycombinator.com
- ycombinator.com: jared friedmanycombinator.com