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22 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
Korea, Rep. Full Production Deployment

COMWEL Intelligent Rehabilitation Recommendation System (IRRS)

Ranking and decision systems Vulnerability, needs and risk assessment, including predictive analytics

The Intelligent Rehabilitation Recommendation System (IRRS) is an AI-based decision support tool...

Confirmed Classical ML 2020
Korea, Rep. Full Production Deployment

“The Work” – AI Job Recommendation Service using the National Job Information Platform (OECD OPSI)

Ranking and decision systems Matching and recommendation

"The Work" is an AI-enabled job recommendation service developed by the Korea Employment...

Confirmed Classical ML 2018
Ireland Suspended / Halted

Cogent Facial Image Matching Software for Welfare Fraud Detection

Perception and extraction from unstructured inputs Identification, verification and record linkage

Ireland's Department of Social Protection (DSP) deployed cogent facial image matching software to...

Confirmed Deep learning 2015
France Full Production Deployment

CNAM AI Healthcare Fraud Detection

Anomaly and change detection Compliance and integrity

The Caisse nationale de l'assurance maladie (CNAM), France's national health insurance fund, has...

Confirmed Classical ML 2020
Afghanistan Operational Deployment (Limited Rollout)

UNHCR Afghanistan FARE Cash Assistance: Biometric Identity Verification at Encashment Centres (PRIMES/BIMS)

Perception and extraction from unstructured inputs Identification, verification and record linkage

The United Nations High Commissioner for Refugees (UNHCR) deployed its Biometric Identity...

Confirmed Deep learning 2024
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
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
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
Nigeria Full Production Deployment

National Identification Number (NIN) -- ABIS-based duplicate detection at enrolment

Perception and extraction from unstructured inputs Identification, verification and record linkage

The National Identity Management Commission (NIMC) of Nigeria operates an Automated Biometric...

Confirmed Deep learning 2012
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
Mozambique Operational Deployment (Limited Rollout)

WFP DEEP Machine-Learning Drone Damage Assessment for Post-Cyclone Humanitarian Response (Mozambique)

Perception and extraction from unstructured inputs Vulnerability, needs and risk assessment, including predictive analytics

The Digital Engine for Emergency Photo-analysis (DEEP) is a machine-learning application developed...

Confirmed Deep learning 2019
Kenya Operational Deployment (Limited Rollout)

Social Health Authority (SHA) – Biometric Health Identification for Patient Verification at Health Facilities (Kenya)

Perception and extraction from unstructured inputs Identification, verification and record linkage

The Social Health Authority (SHA) Biometric Health Identification (BHI) system is a...

Confirmed Hybrid 2025
India Scaled & Institutionalised

Jeevan Pramaan -- Digital Life Certificate via Aadhaar Face Authentication

Perception and extraction from unstructured inputs Identification, verification and record linkage

Jeevan Pramaan is a biometric-enabled digital service operated by the Government of India that...

Confirmed Deep learning 2022
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
France Full Production Deployment

CNAF Algorithmic Risk Scoring for Family Benefits Fraud Detection

Classification Compliance and integrity

The Caisse Nationale des Allocations Familiales (CNAF), the national family allowance fund within...

Confirmed Classical ML 2010
Germany Full Production Deployment

BG BAU AI-Based Occupational Safety Inspections

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

The Berufsgenossenschaft der Bauwirtschaft (BG BAU), Germany's statutory accident insurance...

Confirmed Classical ML 2024