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Insurance and catastrophe · Climate and hazards · Health and biosecurity

Insurance Nexus

Insurance-sector risk governance, underwriting-relevant knowledge and risk protection gaps without underwriting. Insurance Nexus is an established platform published by The Global Risks Alliance.

Publisher
The Global Risks Alliance
Field
Insurance and catastrophe, Climate and hazards, Health and biosecurity
Status
Established
Service level
R0: information and enquiries

The interactive map needs JavaScript; the layer list and sources are below.

Layers 2

Hazards and exposure, for this page

Latest available

NASA GIBS / EOSDIS · ASTER GDEM (METI, NASA) · Blue Marble (NASA) · © OpenStreetMap contributors (ODbL) · Natural Earth

Loading the latest NASA imagery.

Drag to move. Ctrl or ⌘ and scroll, pinch or the buttons to zoom; hover for the values under the pointer; reset returns to the region.

For insurance nexus, in GRA's spatial-finance reading, the map opens on night lights and population density with built-up and settlement extent from NASA GIBS, framed on the Gulf of Mexico coast; every other NASA layer, live feed and forecast waits in the layer list.Satellite and model products as NASA publishes them, each with its own date; indicators, not assessments of any place; claim ceiling INTEGRATED.

Data: NASA GIBS · ASTER GDEM · Blue Marble · © OpenStreetMap contributors · Natural Earth · GDACS · CIESIN/Columbia, NASA SEDAC HBASESources and licences

  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • We acknowledge the use of imagery provided by services from NASA's Global Imagery Browse Services (GIBS), part of NASA's Earth Science Data and Information System (ESDIS). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • VIIRS Black Marble night-time lights, NASA Goddard Space Flight Center; distributed by the NASA Level-1 and Atmosphere Archive and Distribution System (LAADS DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Center for International Earth Science Information Network (CIESIN), Columbia University. 2018. Gridded Population of the World, Version 4 (GPWv4): Population Density, Revision 11. NASA Socioeconomic Data and Applications Center (SEDAC). Licensed under CC BY 4.0. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). CC BY 4.0
  • VIIRS near-real-time products (flood, land surface temperature, snow cover, corrected reflectance), NASA LANCE; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • GPM IMERG precipitation, NASA Precipitation Processing System; distributed by the NASA Goddard Earth Sciences Data and Information Services Center (GES DISC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • GHRSST Level 4 MUR analyses, NASA Jet Propulsion Laboratory; distributed by the NASA Physical Oceanography DAAC (PO.DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • ASTER GDEM is a product of METI and NASA (ASTER Global Digital Elevation Model V003, NASA LP DAAC); imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Made with Natural Earth. Free vector and raster map data @ naturalearthdata.com. Public domain
  • © OpenStreetMap contributors (ODbL), via NASA GIBS (coastlines, boundaries, roads and place names). Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). ODbL
  • Blue Marble, NASA Earth Observatory; imagery via NASA GIBS. Colours redrawn from the published colour map; values averaged into H3 cells where shown (modified). NASA open data
  • Context on the globe and flat map: coastlines, boundaries, roads and place names from NASA GIBS reference layers (OpenStreetMap data, ODbL, © OpenStreetMap contributors); Blue Marble imagery as an optional base; 3D terrain and the elevation read-out from the ASTER GDEM elevation colour index (5 m to 200 m classes, exaggerated for legibility). Boundaries are drawn as published and imply no position on any territory.
  • Globe: MapLibre GL JS 6.9.1, BSD-3-Clause, © MapLibre contributors.
  • Live: GDACS (EC JRC / UN OCHA) Events are indicative, not official warnings.
  • Context: CIESIN/Columbia, NASA SEDAC HBASE. Center for International Earth Science Information Network (CIESIN), Columbia University, and NASA Socioeconomic Data and Applications Center (SEDAC): Global Human Built-up And Settlement Extent (HBASE) 2010; Seto, Guneralp and Hutyra 2012, Global Grid of Probabilities of Urban Expansion to 2030; Global Urban Heat Island (UHI) Data Set, 2013.
  • Optional layers (35 sources in the layer list: live, forecast, observed and context) print their provider credit on the map and here when switched on; forecasts are model output and derived indices are estimates.

Layers and dates

  • Night-time lights, daily: VIIRS Black Marble (VNP46A2), NASA LAADS DAAC · 12 Oct 2026
  • Population density, 2020: Population: CIESIN, Columbia University, Gridded Population of the World v4.11 (2018), NASA SEDAC, CC BY 4.0 · static
  • Flood water, 3-day composite: VIIRS Global Flood Product, NASA LANCE · 14 Oct 2026
  • Land surface temperature, day, 8-day composite: VIIRS NOAA-20 Level 3, 8-day, NASA LANCE · 14 Sep 2026
  • Precipitation rate, daily mean: GPM IMERG, NASA GES DISC · 12 Oct 2026
  • Sea surface temperature anomaly: GHRSST MUR25, NASA JPL PO.DAAC · 12 Oct 2026

STEM methods
5
Canonical methods this field applies
Topics
9
Subject pages in the field
Counterparts
13
Platforms in shared fields at GCRI, GRF and GRA
Report series
2
Nexus Reports series it contributes to
01In brief

Insurance Nexus in brief.

Insurance risk is the uncertainty an insurer accepts when it promises to pay for future losses: how often they occur, how large they are and how they accumulate. Insurance Nexus, The Global Risks Alliance's platform for the sector, explains how that risk is written, priced, reinsured and supervised, and where losses fall outside cover. It shares industry understanding and does not underwrite, price or advise.

Who it serves

Its community

Insurance risk professionals; brokers and insurers; actuaries; insurance researchers.

How it works

Its methods

Exposure analysis; risk transfer concepts; protection gap studies.

What it produces

Its outputs

Insurance-risk guides; sector resilience briefs; evidence-to-diligence methods.

02Console

Underwriting and claims console, in outline.

The working screen behind this platform: its structure, terms and states. Names are placeholders and values illustrative.

Underwriting and claims console

Insurer Alpha · Quarter 1

  • Combined ratio, % of NEP
    1116Watch
  • Solvency ratio, % of SCR
    182Normal
  • Rate adequacy
    1.08indexWatch
  • Claims in 30 days, %
    79Normal
Property book above appetiteGRA · Insurance Nexus

Lines of business

Property, commercial14966▲ 3Above
Property, household26563▲ 7Within
Motor24574▲ 6Within
Health5776▲ 9Watch

Loss ratio

Underwriting and claims console: the screen's structure, terms and states for Insurer Alpha.Placeholder names and illustrative values; a design, not a record or a live system.
03Spatial finance

A parametric trigger, read on the map.

How a storm crossing a trigger zone would set a payment. Real geography; synthetic storm and design terms.

A tropical cyclone passing Jamaica, read against two ways of triggering a payment.Synthetic storm and design terms, not a policy or a price.
05Frameworks

What the work is read against.

The platform does not set standards. It reads its evidence against the frameworks that competent bodies have adopted, so a finding can be placed where a decision-maker already works.

Framework or standardBodyWhat it sets
Insurance Core Principles and ComFrameInternational Association of Insurance Supervisors (IAIS)The global baseline for insurance supervision, and the common framework for internationally active insurance groups, including the Insurance Capital Standard
Solvency IIEuropean Union, with EIOPA technical standards and guidelinesRisk-based capital, governance and disclosure requirements for insurers and reinsurers, calibrated to a one-in-two-hundred year loss over one year
IFRS 17 Insurance ContractsInternational Accounting Standards BoardMeasurement and presentation of insurance contract liabilities, including the risk adjustment and the contractual service margin
Own Risk and Solvency Assessment (ORSA)IAIS ICP 16, Solvency II, NAIC ORSA Model ActAn insurer's own assessment of its risks and capital needs over its business planning horizon, reported to the supervisor
TCFD recommendations and IFRS S2 Climate-related DisclosuresFinancial Stability Board task force; International Sustainability Standards BoardDisclosure of climate-related governance, strategy, risk management, metrics and targets, including scenario analysis
Guidance on climate change materiality and scenarios in the ORSAEuropean Insurance and Occupational Pensions Authority (EIOPA)How insurers assess the materiality of climate risk and run long-term climate scenarios within the ORSA
Sendai Framework for Disaster Risk ReductionUNDRRPriorities and targets for understanding disaster risk and investing in resilience, including risk transfer and financial protection
InsuResilience pro-poor principlesInsuResilience Global PartnershipPrinciples for climate and disaster risk finance and insurance that reaches poor and vulnerable people with fair value
International Standards of Actuarial Practice and Actuarial Standards of PracticeInternational Actuarial Association; Actuarial Standards Board (United States)Professional standards for actuarial work, including risk classification, catastrophe modelling and reliance on models
Takaful governance, solvency and risk management standardsIslamic Financial Services Board (IFSB)Principles for the governance, solvency and risk management of takaful and retakaful undertakings
06The problem

Insurance absorbs shocks, until it cannot.

Insurance is one of the main ways societies share the cost of misfortune. By pooling many independent risks, insurers can pay the losses of the few from the premiums of the many, and reinsurers spread the largest risks across global capital. This mechanism lets households rebuild, firms resume trading and lenders extend credit against insured assets.

The mechanism depends on conditions that are under strain. Pooling works best when losses are independent, measurable and not too large relative to capital. Climate change is increasing the frequency and severity of some hazards and making past loss experience a weaker guide to the future. Cyber risk, pandemics and supply-chain failures produce correlated losses that strike many policyholders at once. Where risk rises faster than incomes, cover becomes unaffordable or is withdrawn, and losses fall back on households, firms and public budgets.

These failures cascade. Uninsured losses slow recovery after disasters, weaken borrowers, depress property values and add to public debt. Large insured losses, in turn, test insurer capital, raise reinsurance prices and transmit stress to the wider financial system. Understanding these channels is a shared problem for the whole industry, and no single firm can solve it alone.

07What the platform does

Shared understanding, not underwriting.

Insurance Nexus is designed for insurance risk professionals, brokers and insurers, actuaries and insurance researchers who need common evidence and methods on systemic questions.

Guides

Insurance-risk guides

Sector-level explanations of exposures, risk transfer concepts and data limits, designed for shared professional use.

Briefs

Sector resilience briefs

Evidence on how the sector absorbs and transmits shocks, with uncertainty and limits stated.

Methods

Evidence-to-diligence methods

Ways to turn hazard and exposure evidence into material a competent institution can review independently.

GRA does not underwrite, sell, solicit, negotiate, place or broker insurance, and it does not rate, advise on or arrange transactions. Readiness work is not approval. Because members compete, GRA's programmes are designed around competition-law safeguards that keep cooperation precompetitive, set out in a written competition policy that counsel reviews before membership opens.

08Foundations and counterparts

Methods from the STEM Commons, partners across the Consortium.

Insurance Nexus applies actuarial mathematics, extreme value theory and tail risk, probability and statistics, climate and atmospheric science and artificial intelligence and machine learning, each described with its assumptions on the STEM foundation of Insurance Nexus. Inside Nexus Foundry it works with the DSS, GRIx and EOP systems, and its work is designed for the Finance and Insurance Readiness and Global Sector Risk and Resilience report series. In the annual Nexus Universe programme, its planned theme is protection gap evidence for a national portfolio.

Hazard and exposure science comes from The Global Centre for Risk and Innovation (GCRI), including Climate and Hazards at The Global Centre for Risk and Innovation (GCRI), Disaster Resilience and Recovery at The Global Centre for Risk and Innovation (GCRI) and Health Nexus at The Global Centre for Risk and Innovation (GCRI). Governance of the same risks is convened at The Global Risks Forum (GRF) by Climate and Nature Governance at The Global Risks Forum (GRF) and Health and Biosecurity Governance at The Global Risks Forum (GRF). Within GRA, it works alongside Reinsurance and Catastrophe, Disaster Risk Finance and Actuarial and Quantitative Risk. All counterparts are listed on counterparts across the Consortium.

09Coverage

The areas of insurance and catastrophe this platform takes on.

Insurance Nexus studies how risk becomes insured loss and how insured loss travels: through carriers, brokers, reinsurers and capital markets, through households and firms left without cover, and through supervisors, pools and public budgets that carry what markets do not. Its pages set out the mechanisms, data, methods and decisions behind underwriting, catastrophe exposure, health and life risk, climate and protection gaps, with every value labelled by its evidence. It shares industry understanding and does not underwrite, price or advise.

Area

Market structure

Carriers, brokers, reinsurers, managing agents, mutuals, takaful operators, pools and capital-market vehicles, and how risk and responsibility pass between them.

Area

Underwriting and pricing

Risk factors, rating structures, data limits and the professional and regulatory boundaries on how risk is classified and priced.

Area

Property and catastrophe

Natural and man-made catastrophe exposure, accumulation, catastrophe modelling and the portfolio view of property and casualty risk.

Area

Health, life and longevity

Mortality, morbidity, longevity and pandemic risk, and the boundary between private cover and social protection.

Area

Claims and resilience

Claims handling after catastrophes, fraud, cyber and the operational continuity of the systems policyholders depend on.

Area

Protection gaps

The share of loss left uninsured, why it persists, and how it is transmitted to households, lenders and public budgets.

Area

Climate and nature

Changing physical hazard, nature-related risk and the conditions under which risks stay insurable at an affordable price.

Area

Insurtech and AI

Data, models and automation in distribution, underwriting and claims, and the governance of their effects on customers.

10Key terms

Terms used on this page.

Each term as this page uses it. Where a standard-setting body defines the term, the wording follows that body.

TermDefinition
Insurance riskThe risk that claims and related expenses differ from what was assumed when policies were priced and reserved, through frequency, severity, timing or accumulation.
Protection gapThe share of economic loss from an event or risk that is not covered by insurance and falls on households, firms or public budgets.
ReinsuranceInsurance bought by insurers to transfer part of their risk to another carrier, limiting the effect of large or accumulated losses on their capital.
Solvency capital requirementThe capital a supervisor requires an insurer to hold so that it can absorb severe losses; Solvency II calibrates it to a one-year horizon at a stated confidence level.
Catastrophe modelSoftware that combines hazard, exposure and vulnerability modules to simulate many possible events and estimate the distribution of insured loss.
Own Risk and Solvency AssessmentAn insurer's own assessment of its risks and the capital it needs over its business plan horizon, required under IAIS ICP 16 and Solvency II.
11Grounding

Built on named science, technology, engineering and mathematics.

Every claim on Insurance Nexus rests on methods with a canonical page in the STEM Commons, so readers can see what a finding depends on and where its limits lie.

Actuarial mathematicsExtreme value theory and tail riskProbability and statisticsClimate and atmospheric scienceArtificial intelligence and machine learning

See the STEM foundation of Insurance Nexus

12Cycle

How work moves in this field.

A question becomes evidence, a governed build, an organized community, a controlled test, a reviewed publication and, finally, a decision taken by the competent authority under its own rules.

  1. QuestionNational, regional or institutional priorityQuestion in Insurance Nexus
  2. EvidenceSTEM foundation of the platformEvidence in Insurance Nexus
  3. BuildNexus FoundryBuild in Insurance Nexus
  4. OrganizeNexus EcosystemOrganize in Insurance Nexus
  5. TestNexus Universe (independent site)Test in Insurance Nexus
  6. PublishNexus ReportsPublish in Insurance Nexus
  7. DecideCompetent authorities and institutions, through Nexus RailsDecide in Insurance Nexus
  8. RenewCorrections and the next annual agendaRenew in Insurance Nexus
13Canvas

The Nexus cycle on this platform.

Canvas · the Nexus cycle on this platformDesign, not a record
Insurance Nexus: catastrophe model pipelineA stochastic event catalogue drives the hazard module; exposure and vulnerability turn intensity into damage; the financial module applies policy terms; event and year loss tables give exceedance curves, PML and TVaR. Design of the process, not a record of a run.

Fig.The Nexus cycle on this platform, from question to renewal. Design, not a record of a run.

17Questions

Questions and answers.

Who publishes Insurance Nexus?
The Global Risks Alliance (GRA) publishes Insurance Nexus and is responsible for what it publishes. GRA is a nonprofit business league for the financial services industry. It does not lend, underwrite, rate, invest, advise on or arrange transactions, and readiness work is not approval.
Is Insurance Nexus active?
Insurance Nexus is an established platform published by The Global Risks Alliance. The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.
How can I contribute?
Start with the participation paths or write to contact@globalriskalliance.com. An enquiry receives a reference; it does not create membership, a role or an assignment.
Where are findings published?
Reviewed outputs appear on the publications page, and contributions to the Nexus Reports series are listed on Publish in Nexus Reports.
Which values on this platform are real?
Indicator names, units, sources, methods and frameworks are real. Levels in figures and canvases are placeholders in a design. A programme replaces them with labelled evidence it owns.
How do I report an error?
Use corrections and concerns, or write to integrity@globalriskalliance.com. A correction is recorded as a new version, never a silent edit.
Can Insurance Nexus help me buy or place cover?
No. GRA does not sell, solicit, negotiate, place or broker insurance, and does not introduce counterparties. Licensed insurers and brokers do this under their own authority.
Is competitor data shared through the platform?
No. Because members compete, GRA's programmes are designed around competition-law safeguards that keep cooperation precompetitive, set out in a written competition policy that counsel reviews before membership opens. Any firm data would be aggregated before use.
Insurance Nexus

Bring your expertise to this field.

The current service level is R0: information and enquiries. An enquiry receives a reference and names the next step; applications, payments, compute allocations and registrations open only when their team, terms and review capacity exist.

Have questions?