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Services Finance, insurance and development
Evidence for an independent financial review

From risk evidence to diligence questions.

Much of the loss from a severe event is uninsured; it lands on households and public budgets. Finance readiness prepares the evidence so a competent bank, insurer, investor, development lender or finance ministry can review it on its own terms, before the loss. The Global Risks Alliance (GRA) has designed eight services along that path, each with what it never is stated beside it.

Protection gap · readiness viewIllustrative
Risk layering and protection gap, example screenAn illustrative risk-layering view for a public portfolio: four layers by return period with retained, transferred and uninsured segments, the uninsured gap largest in the extreme layer, exposure by asset class with an evidence label on each input, and the evidence each financing instrument would need. Values are examples and not a rating.

How a dossier separates measured, estimated and unknown loss. Wireframe, not a live screen.

Loss by return period · who carries itExample curve · not a rating
Loss by return period: retained, transferred and uninsuredA loss curve rising with return period from one in two years to one in two hundred, split into retained loss, transferred loss and the uninsured gap, and divided into four layers: frequent, moderate, severe and extreme. Selecting a layer highlights it. The curve is a example shape, not a measured exceedance curve.

Fig. 01How losses of different severity are retained, transferred or left uninsured. Example curve, not a measured one.

One in two to one in ten

Frequent, small: usually a budget reserve.

Mostly retained by the budget that pays after the fact. The question is whether the reserve is sized to the loss history and replenished. The evidence it needs is observed loss records and the rules for drawing on the reserve.

To one in fifty

Moderate: contingent credit or a contingency fund.

Part retained, part pre-arranged. The question is fiscal space and disbursement rules. The evidence it needs is a fiscal exposure analysis and the trigger conditions a lender would accept.

To one in 120

Severe: insurance and reinsurance.

Where transfer does most of the work, and where the gap begins to open. The question is what is insured, at what value, and how much basis risk a parametric cover carries. The evidence it needs is asset registers, damage functions and trigger data.

To one in 200

Extreme: the uninsured gap is usually largest here.

Capital-market transfer, if any, covers a sliver; the rest falls on households and the public budget. A protection-gap note says so plainly, separating measured, estimated and unknown losses, and never presents the layering as advice on any instrument or provider.

GRA does not lend, underwrite, rate, invest, advise on or arrange transactions. Readiness is not approval.

Services designed
8
Each with a boundary beside every claim
Readiness rungs
5
Each a record, not a grade
Evidence labels
9
One on every source in a dossier
Fees published
0
Enquiries and scoping are free
01The translation

What scientific evidence becomes when a financial institution reads it.

A flood model, a grid dependency map or a cyber scenario does not answer a credit committee’s question by itself. Finance readiness restates each finding as the question a competent institution would ask, and records what it would take to answer it.

  1. Risk evidence · modelled

    Modelled flood depth for a river basin

    Which insured and uninsured assets sit in the footprint, and what share of the loss falls on households and the public budget?

    Asked by insurers, reinsurers and finance ministries.Usually missing: asset registers, insured values, local damage functions.
  2. Risk evidence · dependency map

    Dependency of water treatment on one power substation

    Could a single outage interrupt several borrowers or insured operations at once?

    Asked by banks, insurers and infrastructure lenders.Usually missing: counterparty mapping, outage duration, restoration constraints.
  3. Risk evidence · scenario

    Heat and drought scenarios for a farming region

    How would yields, input costs and household income move loan performance and food-import costs?

    Asked by agricultural lenders, development lenders and central banks.Usually missing: loan-level geography, price pass-through, coping capacity.
  4. Risk evidence · concentration

    Concentration of payments on one cloud provider

    What fails together, for how long, and who carries the cost?

    Asked by supervisors, banks and insurers writing cyber cover.Usually missing: third-party inventories, recovery objectives, accumulation data.

The evidence on the left comes from The Global Centre for Risk and Innovation (GCRI), Lead Institution of the Nexus Consortium, and from national source owners, with methods and uncertainty. GRA’s work is the right-hand side: the question and the gap.

02Twin and cascade simulator

Build a twin of financial stability and run a cascade.

Assemble the hazards, systems, sectors and controls of the Nexus Standards profile for financial stability and prudential risk, choose an initiating hazard and run the cascade through the systems that carry the loss; the Map view places it on an example geography with open data. An exercise, not an assessment or advice.

Hazards

  • Dam failure
  • River flood (set off downstream)
  • Flash flood (set off downstream)
  • Mass displacement (set off downstream)
  • Widespread power outage (set off downstream)
  • Water supply shortfall (set off downstream)

Controls

  • NS-0 Constitution and principles
  • NS-3 Risk record UNIs (grammar, legacy crosswalk, allocation authority)
  • NS-9 Contextual UNIs (deployments, instances, programme instances)
  • NS-10 Policies and clauses (machine-readable obligations: definition, binding, evaluation and enforcement)
  • NS-11 Verification and monitoring (evidence, attestations, zero-trust conformance observation)
  • NS-14 Conformance and crosswalk to external standards
  • NRS-H62 Hazard family: Compound and multi-hazard events (NHS-1 sys.compound)
  • NRS-H113 Hazard family: Financial-system fragility (NHS-1 soc.financial-system)
  • NRS-H118 Hazard family: Organised crime and illicit economies (NHS-1 soc.crime)
  • NRS-H79 Hazard family: Mental health crises (NHS-1 health.mental)
  • NRS-U9 Universe platform profile: Financial Regulation Nexus
  • NRS-C5 Scenarios and stress testing

Observation

  • BIS Data Portal (credit, debt service, property prices, banking statistics) (listed for reference)
  • IMF data services (WEO, IFS, FSI via SDMX) (listed for reference)
  • OECD Data Explorer (SDMX API) (listed for reference)
  • Financial Soundness Indicators
  • Macroeconomic Dashboard

Example geography

  • Western Europe: 152 hexagonal cells
  • Night lights tonight, outages (VIIRS Day/Night Band), NASA GIBS
  • Surface water through cloud, 30 m (OPERA DSWx-S1 radar), NASA GIBS
  • Rain rate, last half hour (IMERG), NASA GIBS
  • Surface soil moisture (SMAP), NASA GIBS
03What GRA has designed

Eight services, one boundary.

Each names the problem, the work, what you receive and contribute, and what the service never is. Each serves a programme or a shared industry question; GRA does not do an institution’s own credit, underwriting, investment or risk-management work.

For financial institutions and authorities

From risk evidence to diligence questions

Problem. Risk evidence exists but does not answer the questions decision-makers must ask. Work. Read the evidence for credit, insurance, market and fiscal transmission. You receive a diligence-question register with each question’s evidence state. You contribute the decision context and any data you are permitted to share.

Never a recommendation to lend, insure or invest.

For insurers, reinsurers and public authorities

Insurance readiness and protection gaps

Problem. Much of the loss from hazards is uninsured, and nobody can say how much or why. Work. Map exposure, existing cover and data gaps. You receive an exposure and protection-gap note that separates measured, estimated and unknown losses. You contribute exposure and portfolio data within your rights.

Never underwriting, placement, broking or a price for cover.

For finance ministries and disaster-risk agencies

Disaster risk finance

Problem. Governments pay for disasters after the fact, from budgets built for other purposes. Work. Describe fiscal exposure and how different layers of risk, from frequent to rare, could be retained or transferred. You receive a risk-layering and fiscal-exposure analysis with its assumptions. You contribute public asset, budget and loss data.

Never a financing commitment, advice on issuing securities or on choosing an instrument or provider, or a promise of disbursement.

For development finance institutions and programme owners

Development finance preparation

Problem. Resilience programmes reach lenders without the evidence, safeguards or data their diligence needs. Work. Prepare institutional diligence material, project safeguards and data needs. You receive a preparation note and a description of the kinds of institution whose review the programme may need. You contribute the programme design and an accountable owner.

Never a loan, a grant decision, a pipeline listing or an introduction to a lender.

For banks, supervisors and long-horizon investors

Scenarios and stress testing

Problem. Stress tests rarely include compound physical, operational and technological shocks. Work. Frame Nexus scenarios against sector-level exposures or public finances, with bounded assumptions and comparison across scenarios. You receive scenario evidence labelled as scenario, with sensitivities and what was not tested. You contribute the question and permitted exposure data, aggregated where firms compete.

Never a supervisory test, a capital requirement, investment advice or a forecast of loss.

For any programme approaching a financial review

Readiness dossiers

Problem. Evidence for a decision is scattered and its status unclear. Work. Assemble required fields, source evidence, status and open questions in one document for independent review. You receive a versioned readiness dossier. You contribute sources, permissions and a named reviewer.

Never an approval, a rating, a certificate or an offer.

For programme owners and receiving institutions

Safeguards and due diligence

Problem. Safeguard questions surface late and stall decisions. Work. Identify environmental, social, legal, anti-corruption, data-rights and scientific-integrity questions early. You receive a safeguards register with owners for each open item. You contribute access to the people and documents that hold the answers.

Never a legal opinion, a compliance sign-off or an audit.

For programme owners and competent institutions

Documented release for review

Problem. Good preparation is lost when it reaches the wrong party or arrives without its limits. Work. At the programme owner’s written direction, release the dossier to a competent party that the owner chooses, with a record of what was released and on what terms. You receive a release record. You contribute the written direction naming the receiving party, and that party’s agreement to review.

Never an introduction, a recommended counterparty, a placement, a fee tied to any transaction or an expectation of approval.

04Scenarios

Compound shocks, read as a range, never as a forecast.

Nexus scenarios combine physical, operational and technological shocks that conventional stress tests keep apart. A result is shown as a range across scenarios, with its sensitivities and an explicit list of what was not tested.

A scenario result is evidence labelled as scenario. It is not a supervisory test, a capital requirement, investment advice or a forecast of loss. Supervisors may use published scenario evidence as any other source; no participant gains privileged access. Selected scenarios enter the finance-readiness track of the annual Universe programme governed by The Global Risks Forum (GRF), under exercise controls, where simulated loss is never observed impact.

Stress view · compound scenario, sector aggregateIllustrative · not a forecast
Compound scenario stress view, example screenAn illustrative stress view: four small multiples of credit losses, liquidity buffer, claims ratio and fiscal balance with a baseline and a scenario range after a shock, a transmission sensitivity grid of scenarios against physical, operational and technological channels, and a list of what was not tested. Values are examples and not a forecast.

Fig. 02A stress view after a shock, with what was not tested. Illustrative values.

05The readiness ladder and the release

Each rung is a record, not a grade. The last step is not GRA’s.

A dossier climbs only as far as its evidence allows. A rung not reached is shown as not reached, with the reason written down. On the programme owner’s written direction, the dossier goes to a competent party the owner chooses, and GRA’s role ends there.

  1. Evidence assembled

    Every source carries one label: observed, published statistics, institution-reported, estimated, modelled, forecast, scenario, expert judgement or unknown.

  2. Scenarios compared

    The range across scenarios is shown, not a single number.

  3. Safeguards checked

    Each open safeguard question has an owner.

  4. Diligence questions registered

    What remains unknown is listed openly for the receiving institution.

  5. Release for independent review

    At the programme owner’s written direction, a competent party receives the dossier and decides under its own authority.

Release record · dossier v1.2Illustrative
Dossier release record, example screenAn illustrative release of a versioned readiness dossier: its items with evidence labels and a rung not reached, a release at the programme owner’s written direction to a party the owner names, a release record with terms and no fee tied to the outcome, and a release log ending in a decision that belongs to the receiving institution. Names are examples.

Fig. 03A dossier released at its owner’s written direction, ending in the institution’s own decision. Illustrative record.

Cost
No fee for an enquiry or a scoping conversation. Any fee for later work is published with its issuer, currency, effective date and schedule before work is agreed.
Accountable
GRA for the readiness work; the source owner for the evidence; the receiving institution for every decision.
Rights
Data is used only within the rights you grant, and data from competing firms is aggregated so that no firm can be identified. Your background rights stay yours.
If it fails
A readiness effort may conclude that evidence is insufficient. That finding is recorded and returned to you, never presented as readiness.
Leaving
You may withdraw at any stage and ask for your data to be returned or deleted within agreed terms. Concerns go to the integrity concern form; competition-law or conduct concerns to the integrity and conduct concern form.
06Questions

Questions about finance readiness.

Readiness dossier · what a reviewer receivesIllustrative
Finance readiness dossier, example screenAn illustrative GRA readiness dossier: exposure by asset class split into protected value and protection gap, a readiness ladder from assembled evidence to a handoff to a competent institution, evidence labels for each input, and a boundary stating that readiness is not approval or a rating.

Fig. 05The dossier as handed over. Wireframe, not a live screen.

Does a readiness dossier mean a project can be financed or insured?
No. A dossier states what evidence exists, what it shows within its limits and what remains unknown. Whether a project can be financed or insured is decided only by the institution that reviews it, on its own criteria.
Will GRA introduce us to lenders, insurers or investors?
No. GRA does not introduce, solicit or recommend any lender, insurer or investor, and takes no part in negotiating any transaction. It can describe the kinds of institution that usually review such questions. If you direct it in writing, it can release a dossier to a party you choose, with a record of what was released. It receives no fee tied to any transaction and gives no assurance of any outcome.
Who owns the data and the dossier?
You keep your background rights and your data. GRA uses data only within the rights you grant. Publication of any finding follows review and permission, and confidential data is never shared with another member or participant.
Can supervisors use GRA scenarios in their own stress tests?
A supervisor may choose to use published scenario evidence, as with any other source. GRA scenarios are not supervisory tests, set no capital requirement and give no participant privileged access to a supervisor.
What does finance readiness cost?
An enquiry and a scoping conversation are free. Any fee for later work is published with the issuing organisation, currency, effective date and applicable schedule before work is agreed. No fee is published today.
What can we do today?
Write to the readiness assessment form describing your decision and the evidence you hold, without attaching confidential data. The acknowledgement gives a reference and names the next step. Engagements open only when their team, terms and review capacity are in place.
ReportsContribute

Contribute evidence from this page.

Reports is the Consortium’s quarterly publication. What you know about this subject can become evidence, a case or a correction in the next edition, credited to you and published under CC BY 4.0 where it is your own work.

Global Risks Alliance
Finance readiness

Prepare your evidence for the institutions that decide.

Describe the decision ahead and the evidence you hold. The acknowledgement gives a reference and names the next step. An enquiry is not an engagement, and readiness is not approval.