Protecting the power that
children depend on.
OpenResilience Power is an open-source platform that tells decision-makers in Nigeria and Uganda which child-critical hospitals, clinics, schools, and water points will fail next — triggers pre-authorised response before the failure — and simulates the child-impact of investment decisions before money moves.
Four-minute walkthrough script, shot-by-shot storyboard, and pre-flight recording checklist.
Brief, cover-email template, COI form, and a GitHub issue template for structured findings.
Cover note, pre-submission audit against spec v4.1, and the final checklist for the Venture Fund portal.
Three things make this different
We started from what existing tools cannot do — and built around those gaps.
Cross-sector by design
Hospitals, schools, and water points modelled together — because a child's environment is one connected system. Explicit dependency edges show when a borehole failure takes down a clinic and a school.
Anticipatory, not reactive
Forecast-triggered, pre-authorised response. When a heatwave is forecast over a facility with active cold chain and falling battery state-of-charge, the system fires — and an approved response moves before the vaccines spoil.
Counterfactual simulation
Donors and ministries see the projected child-impact of any deployment plan before committing. Move the budget slider, change the priority strategy, watch the projected vaccine doses protected and classroom hours preserved update live.
Built around the outcomes that matter for children
The Facility Resilience Index is not a neutral risk score. It weights child-critical services first — by design.
Vaccine viability
Cold-chain outage detection and anticipatory triggers protect measles, polio, DPT, and routine immunisation coverage.
Neonatal & under-5 survival
Neonatal and maternity criticality weighting elevates the facilities where service disruption costs the most.
Water access
Pump continuity is monitored as a first-class signal. Schools and clinics share the upstream borehole risk.
Classroom hours preserved
Outage hours and indoor heat are tracked at primary schools and boarding facilities. Learning continuity is a measurable outcome.
Air quality
Indoor PM2.5 monitoring in schools and clinics flags respiratory burden before it becomes a clinical problem.
Equitable allocation
Priority Deployment Ranker and Simulator surface the facilities where each dollar protects the most children.
What you’re looking at — and what’s coming next
Available now
- • Public open-source repository (MIT · CC-BY 4.0)
- • Locked specification (v4.1) and 4-week build plan
- • Polished public landing page (this site)
- • 45 seeded Nigerian facilities across health, education, WASH
- • 11 cross-sector dependency edges
- • FRI scoring engine v0 — every facility scored, every score auditable
- • Child-impact ledger v0 — six per-facility metrics + aggregates
- • Public interactive map at /map — pins colour-graded by FRI band, filterable
- • Counterfactual Deployment Simulator at /simulator — live projections of child-impact under any deployment plan
- • Anticipatory Action Trigger Engine at /triggers — 4 pre-built rules, 16 live events, agent-drafted responses, mock $50k pool with one-click approve
- • Field Assessment PWA at /assess — offline-capable form, GPS + photo + signature, Field Assessment Agent guides through branches
- • Priority Deployment Ranker at /ranker — “which next dollar protects the most children?”, evaluated against every applicable intervention
- • Methodology pack (6 documents) at /docs — FRI, Child-Impact Ledger, Simulator, Triggers, Ranker, and the Data Protection Impact Assessment, all printable as a single PDF
- • External reviewer pack at docs/outreach — brief, cover email template, COI form, GitHub issue template for structured findings
- • Demo video script and storyboard at docs/demo — full 4-minute walkthrough, shot list, recording checklist
- • UNICEF submission pack at docs/submission — cover note, pre-submission audit against spec v4.1, final submission checklist
- • Facility detail pages at /facility/<id> — FRI math, 30-day telemetry, anomaly log, dependencies
- • Methodology published at /docs
Landing across the next four weeks
- Week 1. Cross-sector facility data model, 40–60 seeded Nigerian facilities, FRI scoring engine, public map
- Week 2. Counterfactual Deployment Simulator and Anticipatory Action Trigger Engine
- Week 3. Sensor ingest, field assessment PWA, AI Facility Briefing, Priority Deployment Ranker
- Week 4. Methodology PDFs, DPIA, demo video, external review, polish
This page will be replaced by the interactive map, simulator, and trigger console as those features land. Every commit is public.