Restore essential services
Map verified service availability and referral routes without exposing patients or staff. Design for intermittent power and connectivity.
Scenario 01 · Recovery and early recovery
Venezuela is where this initiative began.
The June 24 earthquakes exposed long-term needs across health services, shelter, connectivity, family reunification, damage assessment, and accountable aid. This brief preserves that origin story while keeping reported impacts, model outputs, and prototype capabilities clearly separated.
Research snapshot verified at 19:18 UTC · August 11, 2026
What is documented
From rescue to a difficult, uneven recovery
A powerful earthquake sequence struck north-central Venezuela on June 24. PAHO and other UN agencies documented extensive health, shelter, protection, access, and essential-service needs as the emergency developed.
By July 14, PAHO described the health response as entering early recovery, with attention shifting toward restoring essential services, strengthening referral networks, and preventing secondary public-health emergencies.
Associated Press reported on August 11 that more than 6,300 people had died. The World Bank's rapid GRADE assessment estimated $19.6 billion in direct physical damage. Both figures are reported snapshots, not permanent final totals.
Human-impact totals can be revised as identification and official consolidation continue. Use the linked source and snapshot time whenever reusing a figure; do not convert missing-person estimates into deaths.
Recovery priorities
Technology can support recovery, but it cannot declare itself operational.
The most useful work is small, documented, privacy-preserving, and designed for adoption by accountable local organizations after validation.
Keep assessments auditable
Separate satellite or model indicators from observed field damage, preserve timestamps, and show who verified each update.
Protect families and children
Use synthetic data during the sprint. Real reunification workflows require safeguarding, lawful access, consent, and trained case management.
Support transparent recovery
Document needs, stock, decisions, and delivery status while minimizing personal data and enabling community review.
Build for Venezuela
Six recovery gaps, backed by reusable starters
The linked Apache-2.0 repositories are working reference applications, not field-certified tools. Contributors should improve documentation, Spanish usability, offline behavior, security, and local data adapters.
Rapid Damage Mapping
Improve traceable damage-assessment workflows that distinguish observed reports, imagery interpretation, and model estimates.
Connectivity & Information
Prototype low-bandwidth service-status and community-information relays that continue to work during outages.
Epidemic & WASH Surveillance
Support privacy-preserving, aggregate WASH and health-service signals without making diagnoses or exposing patients.
Needs & Resources Matching
Help accountable organizations reconcile verified needs, available stock, routes, and delivery status without creating an open survivor database.
Child Protection & Family Tracing
Strengthen consent, access-control, duplicate-review, and safeguarding documentation using synthetic family records only.
Aid & Cash Distribution Integrity
Make recovery allocations and delivery records easier to audit while avoiding public beneficiary identifiers.
Deployment guardrails
Open code is a starting point, not an endorsement.
Prototypes are not automatically ready for humanitarian operations. Any real implementation remains the responsibility of the adopting organization.
- Use public, synthetic, or properly licensed sample data during the sprint.
- Require local validation of authorities, terminology, geography, accessibility, and workflows.
- Complete safeguarding, privacy, threat-model, security, and legal review before handling real personal data.
- Publish known limitations and a safe way to report problems.
Evidence
Sources behind this recovery brief
Open the original report and check its date before reusing any changing fact.
U.S. Geological Survey (USGS) ↗Reviewed event parameters and PAGER products for the mainshock.PAHO/WHO — early recovery update ↗PAHO's July 14 description of the transition into early health recovery.PAHO/WHO — situation reports ↗PAHO's collection of Venezuela earthquake situation reports and analyses.Associated Press — regional earthquake reporting ↗August 11 regional field reporting and the latest death-toll comparison located.World Bank — GRADE damage assessment ↗Rapid estimate of direct physical damage using the GRADE methodology.UNHCR — emergency update ↗Protection, access, shelter, and displacement context from the emergency phase.
Research snapshot: August 11, 2026 at 19:18 UTC