How to Create an XLSForm in Minutes with AI (No Code)
Stop wrestling with XLSForm syntax. Turn plain-English questions into a working KoboToolbox form using AI. Step by step, with examples.
Sudan INFORM Risk Profile 2025: A Country Case Study
Sudan ranks 5 of 191 on the INFORM Risk Index 2025, driven by maximum conflict probability, displacement, and systemic governance collapse. A working analytical case study.
Observation Groundwork: Where Rigorous Humanitarian Analysis Begins
Three analytical actions to establish facts before explaining them: identify the phenomenon, separate fact from assumption, spot anomalies. The first phase of the humanitarian scientific method.
The Humanitarian Scientific Method: From Inquiry to Activated Knowledge
A structured three-phase loop — observation, explanation, experimentation — for humanitarian analysts working under crisis pressure. With the nine intellectual standards.
Data, Information, Evidence: The Architecture of Analytical Proof
Most humanitarian teams confuse data with evidence. The three-level hierarchy of analysis explains why and how to fix it. From raw data to scientific evidence.
The 10-80-10 Rule: How Professionals Use Generative AI for Humanitarian Work
The 10-80-10 method splits AI-assisted work into thinking, generation, and validation. The professional framework for using ChatGPT, Claude, and NotebookLM on real humanitarian deliverables.
AI Leverage 2026: From Endurance to Leverage in Humanitarian Work
Why 2025 left humanitarian professionals drowning in PDFs and how AI in 2026 turns endurance into leverage. A practical shift for analysts and program staff.