Browse Cases

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5 cases found

United Kingdom Pilot / Controlled Trial Phase

UKMOD-Essex — ML-Enhanced Regional Tax-Benefit Microsimulation

Synthetic dataset generation Policy analysis, learning and M&E

UKMOD-Essex is a machine learning-enhanced extension of UKMOD — the United Kingdom's only fully...

Confirmed Classical ML 2025
South Sudan Operational Deployment (Limited Rollout)

AHEAD – Anticipatory Humanitarian Action for Displacement (Foresight Model)

Prediction (including forecasting) Trend and shock forecasting

The AHEAD (Anticipatory Humanitarian Action for Displacement) model is a machine learning system...

Confirmed Classical ML 2017
Philippines Pilot / Controlled Trial Phase

AI-Enabled Typhoon Impact Forecasting for Anticipatory Action (Philippines, OCHA/CERF)

Prediction (including forecasting) Trend and shock forecasting

The Philippines Anticipatory Action Framework for Tropical Cyclones is an operational programme...

Confirmed Classical ML 2021
Netherlands Suspended / Halted

Rotterdam Municipal Welfare Fraud Prediction Algorithm

Classification Compliance and integrity

The Municipality of Rotterdam deployed a machine learning algorithm in 2017 to predict welfare...

Confirmed Classical ML 2017
Mali Operational Deployment (Limited Rollout)

Ignitia Climate Advisory (SMS weather advice for smallholders).

Prediction (including forecasting) Trend and shock forecasting

Ignitia is an external startup and social enterprise supported by the World Food Programme (WFP)...

Confirmed Classical ML 2010