Demonstration prototype. Figures and text are generated automatically from open data and AI models and may contain errors or be out of date: quality-assure against the linked sources before using anything in a decision.

About Aid Landscape Watch

Aid Landscape Watch is a prototype. It turns a plain-language question about development or humanitarian funding into a cited brief built from open data, and an agent keeps watching for changes. It is still being built, and every brief is a draft to be quality-assured against its sources.

Who made it

Beata Sirowy, PhD · LinkedIn ↗

Beata Sirowy, PhD, is an AI engineer working in a public-sector organisation focused on development and humanitarian aid. She develops data and AI tools for evidence synthesis and decision-making. Her research background spans philosophy and spatial planning, with two visiting scholar appointments at UC Berkeley.

Aid Landscape Watch is her independent project, made for a hackathon. It is not affiliated with or endorsed by any of the organisations whose data it uses.

How it was started

The project was started within the Bloomreach Composable hackathon in September 2026.

Data: bistandsresultater.no, OECD, the US government (ForeignAssistance.gov), IATI, UN OCHA, WFP, IPC, FEWS NET, World Bank, IMF, EU JRC, ACAPS, UNHCR, UNDP, UNESCO, IOM, ACLED, GDACS, Climate Hazards Center, ONE, Statistics Norway, Norges Bank, Publish What You Fund and Natural Earth; see Sources and methods.

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