// 01

The Challenge

Problem
Crisis Data Without Confidence
Most crisis tools stop at the data. They collect, they pin, they export — and then they hand a responder a map full of pins with no way to know which ones to trust. Rescue signals get lost in the noise. Critical 48-hour windows close without actionable intelligence.
Solution
Certainty Engineering Dressed as a Crisis Tool
CERTUS Engine v2.5.3 — four-dimensional epistemic scoring (Photo Evidence 35%, Corroboration 30%, Temporal Freshness 20%, Classification Consistency 15%) with quantified Uncertainty Mass. Every report sealed via STP. Rescue signals prioritized. Offline‑first PWA with 6 languages.
// 02

CERTUS Engine v2.5.3

35%
Photo Evidence
AI analysis via OpenRouter with graduated model trust
30%
Corroboration
Agreement with other reports within 50m
20%
Temporal Freshness
Linear decay over 48 hours
15%
Classification
Cross-category logic checks
≥ 0.70
VALID
🟢 Green pin — Deploy resources
0.40–0.69
DEGRADED
🟡 Amber pin — Verify locally
< 0.40
SUSPENDED
🔴 Red pin — Must field-verify
// 03

Three Core Features

📍
Report Damage
Community submission — works offline. Photo capture with EXIF stripping. UNDP 3‑tier damage classification. GPS with fuzzy mode (±100m). Automatic STP seal (Template 15).
🆘
I Need Rescue
Emergency signal — one‑tap alert. Automatic location tracking. Works offline — queues for transmission. High‑visibility red pin on responder map. Critical urgency flag.
🗺️
Responder Dashboard
Access‑code gated (UNDP2026). Confidence map with color‑coded pins. Real‑time updates. Timeline slider — first 48 hours. One‑click export with integrity hash. STP seal (Template 16).
UNDP Compliance — All 27 Mandatory Requirements Met 27/27
✅ Frontend + 6 languages ✅ Secure backend + scale ✅ Offline functionality ✅ Damage classification schema ✅ Core indicators (4 items) ✅ Infrastructure types (8 + Other) ✅ Export formats (CSV, GeoJSON, Shapefile) ✅ Open Source (GPL-3.0)
// 04

Evidence Package

🎥
Video Walkthrough
VERITAS Demo
YouTube Shorts · 2min
🌐
Live Simulation
VERITAS Platform
GitHub Pages · PWA
📦
Source Code
AionSystem/VERITAS
GPL‑3.0 + Commercial
🔖
DOI
10.5281/zenodo.19295266
Zenodo · Permanent
🔐
STP Templates
16 Template Types
SHA‑256 · GitHub Ledger
📋
UNDP Submission
Accelerator Lab Prize
Under Evaluation
// 05

Technical Stack

CERTUS Engine
v2.5.3 · Epistemic scoring
STP
16 templates · SHA‑256 seals
OpenRouter
GPT‑4o‑mini + Claude 3.5
TensorFlow.js
Offline AI · xBD model
PWA
Offline‑first · Service Worker
IndexedDB
Local persistence · Sync
Leaflet.js
OpenStreetMap · Offline tiles
Supabase
Real‑time · Row‑level security
What This Proves
Certainty EngineeringTravels
The same CERTUS Engine architecture that powers VERITAS‑SHELLFISH for NOAA toxin detection also powers VERITAS for UNDP crisis response. The method is domain‑agnostic. The judgment behind it is irreplaceable. 27/27 UNDP requirements met. 16 STP templates. Ready for evaluation.