Open-source hospital crisis management platform — multi-site, multi-language

Sheldon K. Salmon — AI Reliability Architect. Creator of the AION Constitutional Stack and the CERTUS certainty‑engineering methodology. He designed, directed, and red‑teamed VERITAS — applying epistemic scoring, Uncertainty Mass, and permanent STP seals to community crisis data. Code is open source. The judgment is not.

AI-assisted emergency response platform (Flask + Firestore) for real-time incident triage, team dispatch, and actionable plans.

MatchHelp — plataforma agêntica que conecta instituições em situação de crise a voluntários qualificados via linguagem natural. Multi-agente sobre IBM watsonx Orchestrate + matchmaking ponderado por skill, proximidade e reputação. Hackathon UNASP + IBM 2026.

National-scale vaccine distribution system deployed during COVID-19. Used by Iranian Ministry of Health to optimize allocation for 90 million people. VBA-based optimization engine for crisis response decision support

CrisisWeave is a prototype platform designed to improve community coordination during emergencies. It aims to connect people, resources, and reliable information in one place. While still early-stage, it has the potential to create meaningful real-world impact.

A smart disaster relief fund and coordination system designed for Habitat for Humanity Malawi. This project enhances transparency in fund allocation, automates beneficiary verification, uses GIS mapping for disaster impact analysis, and supports real-time collaboration among stakeholders

Protecting Moderators and their Communities Alike!

A two-screen realtime supply tracker for crisis response. Field workers report what they have on mobile; command center watches it appear live on desktop. Built live at Code/+/Crush Greenville, May 2026.

Kuva Space — Finnish hyperspectral Earth observation microsatellite constellation

Flood crisis simulation platform. Features a Python backend running agents for detection, reasoning, and planning; a simulation engine for flood modeling; and a Flutter client for visualization. Supports telemetry data ingestion, risk mapping, automated alerts, and response coordination.

公关舆情应对技能包 · 11种危机类型 · 覆盖网暴/产品质量/老板翻车/餐饮安全 · Claude Code Skill · 开源

Afet anlarında veriyi toplayıp analiz ederek kriz yönetimini kolaylaştıran yapay zekâ destekli sistem

It is a real time example for crisis detection enable instant identification using alerts, automated triggers

Statewide psychiatric bed and acuity registry prototype for Wisconsin Chapter 51 emergency detention placement.

Argus.AI is a multimodal generative AI powered application that processes social media data (text, audio, and images) to generate actionable insights for critical and quick response operations. Utilizes NLP and computer vision capabilities of modern AI models like Google Gemini.

In response to the widespread of COVID-19, citizens sought information and support from their city governance through the 311 non-emergency service request system. Our analysis showed that the pandemic has led to a considerable decline in the aggregate number of 311 calls in Kansas City; however, “Public Safety”, “Public Health”, “Trash/Recyclin…

Open-source humanitarian software suite for NGOs, researchers, civic technologists, and public-interest teams.