StephenJarso/kinga

AI-powered anticipatory action trigger and activation engine for the IGAD region — turns pre-agreed early warning thresholds into automatic, tracked action, delivered via a resilient mesh network even when connectivity is down. Built for IGAD Hackathon 2026. # Kinga — Anticipatory Action Trigger & Activation Engine > **IGAD Hackathon 2026** · Horn of Africa · *From Early Warning to Early Action* Kinga closes the gap between **climate prediction** and **humanitarian action**. It monitors environmental indicators, fires automated triggers when thresholds are breached, dispatches pre-agreed action plans through a resilient mesh relay network, and tracks institutional response in real-time — all the way down to community acknowledgment via basic feature phones. --- ## The Problem > *"ICPAC has identified critical gaps in preparedness. Countries define triggers on paper but lack the technology to connect early warnings to pre-arranged action plans."* In the Horn of Africa, climate early warnings exist but rarely translate into timely action. When a drought or flood is forecast: - Alerts sit in email inboxes - Coordination is ad-hoc - No one tracks whether action was actually taken - Communities at risk wait until disaster strikes **Kinga fixes this.** It is an end-to-end digital pipeline from sensor → trigger → dispatch → acknowledgment → action. --- ## The Solution — 6-Step Workflow ``` ┌─────────┐ ┌─────────┐ ┌──────────┐ ┌──────────┐ ┌─────────┐ ┌─────────┐ │ DEFINE │ → │ MONITOR │ → │ANTICIPATE│ → │ ACTIVATE │ → │ TRACK │ → │ SHOW │ │ Protocol │ │ God's │ │Prediction│ │ Mesh │ │Dispatch │ │Scorecard│ │ │ │ View │ │ Charts │ │ Relay │ │ + Ack │ │ + │ │ │ │ │ │ │ │ │ │Timeline │ │Timeline │ └─────────┘ └─────────┘ └──────────┘ └──────────┘ └─────────┘ └─────────┘ ``` ### 1. Define Create anticipatory action protocols via the **Trigger Builder**: country, admin unit, hazard type, threshold conditions, pre-agreed action plan, budget envelope, responsible institution, and community broadcast settings. ### 2. Monitor **God's View** — a 3D situation room built with Three.js showing all triggers …