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23 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
Singapore Full Production Deployment

SkillsFuture – MySkillsFuture Portal and Careers & Skills Passport (AI-Enabled Skills Profiling and Learning Recommendations)

Ranking and decision systems Matching and recommendation

Singapore's MySkillsFuture portal is a national digital platform operated by SkillsFuture Singapore...

Confirmed Classical ML 2019
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
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
Brazil Full Production Deployment

INSS Meu INSS AI-Enabled Benefits Adjudication System

Perception and extraction from unstructured inputs Decision support for eligibility and benefits

Brazil's Instituto Nacional do Seguro Social (INSS), through the state-owned technology company...

Confirmed Deep learning 2018
Sweden Suspended / Halted

Försäkringskassan ML Risk Scoring for Fraud Investigations (Sweden — Suspended)

Classification Compliance and integrity

The Försäkringskassan ML Risk Scoring system is a machine-learning-based risk profiling tool...

Confirmed Classical ML 2013
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
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
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
Pakistan Scaled & Institutionalised

NADRA Automated Biometric Identification System (ABIS) for CNIC Enrolment De-duplication

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

The National Database and Registration Authority (NADRA) of Pakistan operates an Automated...

Confirmed Classical ML 2000
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
Nepal Operational Deployment (Limited Rollout)

National Identity Card (Rastriya Parichaya Patra) — Biometric ABIS for Identity Deduplication and Verification

Classification Identification, verification and record linkage

Nepal's National Identity Card programme, known as the Rastriya Parichaya Patra, is a nationwide...

Confirmed Classical ML 2018
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
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 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
Mexico Pilot / Controlled Trial Phase

NLP Text-Mining of Performance Evaluation Justifications (Mexico Performance Evaluation System)

Clustering (similarity and grouping) Policy analysis, learning and M&E

The UNDP Accelerator Lab in Mexico, in collaboration with the Performance Evaluation Unit of the...

Likely Classical ML 2021
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