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The Global Risks Index

INT

Intelligence Hub

Pulse · Outlook · Horizon · analyst-reviewed briefings

Resumo

No brief yet

The daily brief is issued from analyst-reviewed signals once Pulse and Outlook are live. Each item names its sources and the authority that decides.

Signals

No signals yet

Pulse readings become signals for review when they cross a place’s own historical range. Nothing here is a warning; every handoff names the authority that decides.

on: pulse anomaly

Um sinal para revisão

Waiting for approvalTriggered by Pulse nowcast5 jobs1 approval gate1 matrix job

Grafo
01Detect
02Verificar
03Assess
04Transferir

100%
Linha do tempo
Job0 d2 d4 d6 d8 d10 dTarget
Anomaly detectedPulse nowcast7 d
Sources verifiedData stewards1 d
Analyst reviewAnalysts2 d
Information for competent authoritiesSecretariat1 d
Logged and watchedPulse nowcastongoing

End to end on the longest path: about 12.3 d of proposed target service levels, before the jobs that run with no fixed end. Gates wait for the people named; bars with a fading end have no fixed length.

Etapas
  1. Anomaly detected

    Detect · Pulse nowcast · weekly
    Standardised anomaly vs own history
    Pulse nowcast
  2. Sources verified matrix · per stream

    Verify · Data stewards · 1 day
    Each stream checked · Licence admits use
    Registro de licençasProveniência (W3C PROV)
  3. Analyst review approval

    Assess · Analysts · 2 days
    Context, couplings, confidence
    Registro PostgreSQL (segurança em nível de linha)
  4. Information for competent authorities

    Hand off · Secretariat · 1 day
    Shared for review, not a warning
    NXS-GRX (canonical data, provenance and risk) gateway
  5. Logged and watched

    Hand off · Pulse nowcast · ongoing
    Outcome tracked for verification
    PostgreSQL ledger (row-level security)Pulse nowcast
Artefatos
Artefato Tarefa Quem Etapa
Signal candidate Anomaly detected Pulse nowcast Detect
Source check Sources verified Guardiões de dados Verificar
Assessment Analyst review Analysts Assess
Handoff record Information for competent authorities Secretariado Transferir
Verification record Logged and watched Pulse nowcast Transferir
ConcluídoEm cursoAguardando aprovaçãoNa filaEtapa de controle de aprovaçãoTarefa matricialVocê está aqui
How a weekly anomaly becomes a signal for review by competent authorities, never a public warning. The canvas shows where a request stands at the marked job; it is illustrative, not the status of a real request. Durations are proposed target service levels. Select a job for its steps, the people who act, the technology it runs on and what it produces.

Horizon

No horizon cycle yet

Each cycle scans admitted sources, scores emerging risks for likelihood and impact with ranges, and links them to the domains they would couple into.

on: horizon cycle opens

Varredura de horizonte e briefing

In progressTriggered by Intelligence team6 jobs1 approval gate1 matrix job

Grafo
01Scan
02Scan
03Assess
04Resumo
05Resumo

100%
Linha do tempo
Job0 d5 d10 d15 dTarget
Scan sourcesNXS-GRX Intelligence7 d
Cluster and deduplicateNXS-GRX Intelligence1 d
Likelihood and impact with uncertaintyAnalysts3 d
Systemic linksAnalysts2 d
Peer reviewReviewers5 d
Briefing issuedIntelligence team1 d

End to end on the longest path: about 17 d of proposed target service levels. Gates wait for the people named; bars with a fading end have no fixed length.

Etapas
  1. Scan sources matrix · sources

    Scan · NXS-GRX Intelligence · weekly
    Admitted sources and literature · Expert elicitation
    Horizon scanningLicence register
  2. Cluster and deduplicate

    Scan · NXS-GRX Intelligence · 1 day
    Themes and weak signals
    Horizon scanning
  3. Likelihood and impact with uncertainty

    Assess · Analysts · 3 days
    Structured elicitation · Ranges, not points
    Horizon scanningMonte Carlo engine
  4. Systemic links

    Assess · Analysts · 2 days
    Coupling to existing domains
    Rede de dependências
  5. Peer review approval

    Brief · Reviewers · 5 days
    Challenge session · Disposition
    Registro PostgreSQL (segurança em nível de linha)
  6. Briefing issued

    Brief · Intelligence team · 1 day
    Briefing with sources and limits
    Nexus Reports
Artefatos
Artefato Tarefa Quem Etapa
Candidate list Scan sources NXS-GRX Intelligence Scan
Theme map Cluster and deduplicate NXS-GRX Intelligence Scan
Horizon matrix Likelihood and impact with uncertainty Analysts Assess
Link map Systemic links Analysts Assess
Review record Peer review Reviewers Resumo
Horizon briefing Briefing issued Intelligence team Resumo
ConcluídoEm cursoAguardando aprovaçãoNa filaEtapa de controle de aprovaçãoTarefa matricialVocê está aqui
Emerging risks found, scored for likelihood and impact with uncertainty, and turned into a briefing after review. The canvas shows where a request stands at the marked job; it is illustrative, not the status of a real request. Durations are proposed target service levels. Select a job for its steps, the people who act, the technology it runs on and what it produces.

Outlooks

No outlooks yet

Outlooks give calibrated probabilities at 1, 3, 12 and 36 months for defined events, each with its verification scorecard.

Verificação

No scorecards yet

Every Outlook model version publishes its reliability diagram, Brier score, skill and ROC area on held-out cases before it is used.

on: model version submitted

Testar e validar um modelo

In progressTriggered by Model owner7 jobs1 approval gate11 checks1 deployment

Grafo
01Enviar
02Teste
03Document
04Approve
05Approve

100%
Linha do tempo
Job0 d2 d4 d6 d8 d10 dTarget
Model version submittedYouinstant
BacktestVerification engine6 h
Out-of-sample scoresVerification engine2 h
BenchmarkVerification engine2 h
Model cardYou1 d
Approval gateMethod stewards10 d
Promote to productionNXS-GRX Platforminstant

End to end on the longest path: about 11.3 d of proposed target service levels. Gates wait for the people named; bars with a fading end have no fixed length.

Etapas
  1. Model version submitted

    Submit · You · instant
    Code, data and seed pinned · Intended use declared
    Model LabPostgreSQL ledger (row-level security)
  2. Backtest

    Test · Verification engine · 6 hours
    Rolling-origin backtest · Hindcasts over the archive
    Verification engineMonte Carlo engine
  3. Out-of-sample scores

    Test · Verification engine · 2 hours
    Brier and CRPS · Reliability and ROC area
    Verification engine
  4. Benchmark

    Test · Verification engine · 2 hours
    Against established indices and naive baselines
    Verification engineindicator standard
  5. Model card

    Document · You · 1 day
    Intended use and limits · Data, method and scores
    Replication packs
  6. Etapa de controle de aprovação aprovação

    Approve · Method stewards · 10 days
    Disposition recorded
    Registro PostgreSQL (segurança em nível de linha)
  7. Promote to production

    Approve · NXS-GRX Platform · instant
    Version pinned in production · Rollback kept
    Model LabPublic cut API
Artefatos
Artefato Tarefa Quem Etapa
Version record Model version submitted Você Enviar
Backtest report Backtest Verification engine Teste
Scorecard Out-of-sample scores Verification engine Teste
Benchmark table Benchmark Verification engine Teste
Model card Model card Você Document
Approval record Etapa de controle de aprovação Method stewards Approve
Release tag Promote to production NXS-GRX Platform Approve
ConcluídoEm cursoAguardando aprovaçãoQueuedApproval gateTest jobDeploymentYou are here
Every model version is backtested, scored out of sample, compared with established indices and documented in a model card before use. The canvas shows where a request stands at the marked job; it is illustrative, not the status of a real request. Durations are proposed target service levels. Select a job for its steps, the people who act, the technology it runs on and what it produces.

Workbench

on: watchlist saved

Analyst workbench: watchlist to handoff

Waiting for approvalTriggered by Monitoring team6 jobs1 approval gate1 matrix job

Grafo
01Set up
02Sense
03Análise
04Entregar

100%
Linha do tempo
Job0 d2 d4 d6 dTarget
Watchlist and thresholdsYouinstant
Pulse nowcastPulse nowcast7 d
Outlook updateOutlook models7 d
Analyst reviewDuty analyst6 h
Route the alertAlert routerinstant
Handoff to the authorityDuty analyst2 h

End to end on the longest path: about 7.3 d of proposed target service levels. Gates wait for the people named; bars with a fading end have no fixed length.

Etapas
  1. Watchlist and thresholds

    Set up · You · self-serve
    Entities and domains · Thresholds and channels
    Alert router
  2. Pulse nowcast matrix · entities × domains

    Sense · Pulse nowcast · weekly
    Anomaly against each place’s own history
    Pulse nowcastTested model kernels
  3. Outlook update

    Sense · Outlook models · weekly
    Calibrated probabilities refreshed
    Verification engineMonte Carlo engine
  4. Analyst review approval

    Review · Duty analyst · 6 hours
    Signal checked against sources · Context added
    Registro PostgreSQL (segurança em nível de linha)
  5. Route the alert

    Deliver · Alert router · < 5 ms
    Email, webhook or dashboard · Never framed as a warning
    Alert routerWebhooks and streaming
  6. Handoff to the authority

    Deliver · Duty analyst · 2 hours
    Names the authority that decides
    Registro PostgreSQL (segurança em nível de linha)
Artefatos
Artefato Tarefa Quem Etapa
Watchlist Watchlist and thresholds Você Set up
Pulse readings Pulse nowcast Pulse nowcast Sense
Outlook readings Outlook update Outlook models Sense
Reviewed signal Analyst review Duty analyst Análise
Alert Route the alert Alert router Entregar
Hand-over note Handoff to the authority Duty analyst Entregar
ConcluídoEm cursoAguardando aprovaçãoNa filaEtapa de controle de aprovaçãoTarefa matricialVocê está aqui
Watch countries, areas, sites or domains: Pulse nowcasts and outlook changes become signals, reviewed by an analyst before anything reaches you. The canvas shows where a request stands at the marked job; it is illustrative, not the status of a real request. Durations are proposed target service levels. Select a job for its steps, the people who act, the technology it runs on and what it produces.
Signals are information for review, not warnings · every handoff names the authority that decidesNot live yet

01Rules

How intelligence is issued

Signals, not warnings

A signal is information for review. Official warnings come from the authorities that issue them.

Reviewed before it reaches you

Every signal passes an analyst gate; the reviewer and the sources are recorded.

Handoff names the authority

Where action may be needed, the handoff names the authority that decides.

Verified in public

Every Outlook model version publishes reliability, Brier score, skill and ROC area.

03Dados humanitários

What the Humanitarian Data Exchange feed holds

194 countries synced on 2026-10-23 from 226 datasets whose licence passes the gate; 147 resources were left out for their licence. Each country’s page shows the values, with date, provider and licence. Source observations for review, not warnings and not index values.

Tema Países With ADM1 figures With ADM2 figures Newest reference date
População 109 98 59 2025-12-31
Pessoas em necessidade 22 6 16 2026-12-31
Taxa de pobreza 107 99 0 2024-12-31
Refugiados acolhidos 171 0 0 2025-12-31
Refugiados no exterior 186 0 0 2025-12-31
Precipitação em relação à média de longo prazo 112 109 44 2026-10-10
Humanitarian funding 107 0 0 2026-08-31
Preços dos alimentos nos mercados 85 0 0 2026-10-14

Bring intelligence to your team

Watchlists, briefings and outlooks are agreed with the Secretariat.