Articles

NGOs, sovereignty and the cloud. This is not a drill.

A practitioner's guide to the humanitarian sector's flagship publications — which one answers which question, how to quote them without getting caught out, and what the whole evidence base costs compared with what the world spends knowing about television ratings.

A chat agent designed to support humanitarian workers with real-time, context-aware assistance using publicly available data.

A live dashboard to understand the state of humanitarian jobs in 2025

A free, source-grounded legal assistant for humanitarian action in Ukraine — and why it's built the way it is

An opinionated guide for choosing the right visual and its mapping tool.

An analysis of Multipurpose Cash Assistance (MPCA) data in Ukraine, highlighting key findings and implications for humanitarian aid.

Why geographic footprint and absorption capacity—not proposal quality—make or break your funding.

The design decisions behind the Ukraine Paralegal Advisor — and why they're the right ones for high-stakes, domain-specific AI

Three Languages, One Measured Pipeline — and what it taught us about measuring before building.