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34 cases found

Uganda Operational Deployment (Limited Rollout)

AI-Enabled Refugee Forecasting for Uganda's Displacement Crisis Response Mechanism (DCRM)

Prediction (including forecasting) Trend and shock forecasting

Uganda's Displacement Crisis Response Mechanism (DCRM) is the world's first displacement risk...

Confirmed Classical ML 2018
Estonia Full Production Deployment

OTT (Otsustustugi) — AI Decision-Support Tool for Unemployment Service Tailoring

Prediction (including forecasting) Decision support for eligibility and benefits

OTT (Otsustustugi, meaning 'decision support' in Estonian) is a machine-learning-based...

Confirmed Classical ML 2018
United Kingdom Operational Deployment (Limited Rollout)

Risk-based Review and Fraud/Error Targeting Models for Universal Credit (UC Advances ML Model and related models)

Prediction (including forecasting) Compliance and integrity

The United Kingdom's Department for Work and Pensions (DWP) operates a machine learning model to...

Confirmed Classical ML 2021
Armenia Pilot / Controlled Trial Phase

Artificial Intelligence in Social Security / AI for Predictive Social Protection

Prediction (including forecasting) Vulnerability, needs and risk assessment, including predictive analytics

Armenia is the an early adopter of artificial intelligence technologies in the field of social...

Confirmed Classical ML 2022
Chile Pilot / Controlled Trial Phase

Sistema de Alerta Ninez (SAN) -- ML-Based Child Welfare Risk Prediction

Prediction (including forecasting) Vulnerability, needs and risk assessment, including predictive analytics

Chile's Ministerio de Desarrollo Social y Familia (MDSF) developed and deployed the Sistema de...

Confirmed Classical ML 2018
United States Scaled & Institutionalised

Social Security Administration (SSA) – Quick Disability Determinations (QDD) Predictive Model

Prediction (including forecasting) Decision support for eligibility and benefits

The United States Social Security Administration (SSA) operates a system known as Quick Disability...

Confirmed Classical ML 2006
United States Scaled & Institutionalised

Allegheny Family Screening Tool (AFST)

Prediction (including forecasting) Vulnerability, needs and risk assessment, including predictive analytics

The Allegheny Family Screening Tool (AFST) is a predictive risk modelling system deployed by the...

Confirmed Classical ML 2016
United States Pilot / Controlled Trial Phase

Los Angeles County Homelessness Prevention Unit (HPU) Predictive Analytics

Prediction (including forecasting) Vulnerability, needs and risk assessment, including predictive analytics

The Los Angeles County Homelessness Prevention Unit (HPU) is a predictive-analytics-assisted...

Confirmed Classical ML 2021
Uganda Design & Development Phase

SEWAA-Linked AI Climate Forecasting for Uganda's National Integrated Early Warning System (NIEWS)

Prediction (including forecasting) Trend and shock forecasting

Uganda's National Integrated Early Warning System (NIEWS), operated through the National Emergency...

Likely Deep learning 2025
Togo Operational Deployment (Limited Rollout)

Novissi – Machine Learning on Mobile Phone Metadata for Individual Poverty Prediction and Beneficiary Targeting

Prediction (including forecasting) Vulnerability, needs and risk assessment, including predictive analytics

The Government of Togo used a phone-based poverty-prediction model during the rural expansion of...

Confirmed Classical ML 2020
Togo Full Production Deployment

Novissi -- Geospatial Poverty Mapping for Emergency Cash Transfer Area Targeting (Model 2)

Prediction (including forecasting) Vulnerability, needs and risk assessment, including predictive analytics

The Government of Togo used a geospatial poverty-mapping model as the area-targeting step of...

Confirmed Classical ML 2020
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
Pakistan Pilot / Controlled Trial Phase

High-Resolution Rural Poverty Mapping for Sindh – Research-to-Policy Pilot

Prediction (including forecasting) Vulnerability, needs and risk assessment, including predictive analytics

The High-Resolution Rural Poverty Mapping initiative in Sindh Province, Pakistan, is a...

Likely Deep learning 2020
Netherlands Suspended / Halted

SyRI -- System Risk Indication (Systeem Risico Indicatie)

Prediction (including forecasting) Compliance and integrity

The System Risk Indication (Systeem Risico Indicatie, or SyRI) was a risk-scoring system developed...

Confirmed Classical ML 2014
Malawi Pilot / Controlled Trial Phase

MIRA – Machine Learning Food Security Forecasting for Anticipatory Action (Southern Malawi)

Prediction (including forecasting) Trend and shock forecasting

The Measurement Indicators for Resilience Analysis (MIRA) system is a machine-learning-enabled food...

Confirmed Classical ML 2016
Malawi Design & Development Phase

Geospatial Poverty Mapping for Village-Level Area Targeting in Social Assistance Programmes (Malawi)

Prediction (including forecasting) Vulnerability, needs and risk assessment, including predictive analytics

This case concerns a body of applied research led by World Bank Poverty and Equity Global Practice...

Likely Classical ML 2022
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
United Kingdom Operational Deployment (Limited Rollout)

Homelessness Preventive Analytics ("One View") — Maidstone Borough Council

Prediction (including forecasting) Vulnerability, needs and risk assessment, including predictive analytics

Maidstone Borough Council, a local authority in Kent, England, deployed a predictive analytics...

Confirmed Classical ML 2019
Ethiopia Operational Deployment (Limited Rollout)

SEWAA — AI-Enhanced Rainfall Forecasting for Anticipatory Action in Ethiopia

Prediction (including forecasting) Trend and shock forecasting

The Strengthening Early Warning Systems for Anticipatory Action (SEWAA) project in Ethiopia applies...

Confirmed Deep learning 2023