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PM-KISAN Kisan e-Mitra AI Chatbot
Kisan e-Mitra is a voice-based AI-enabled chatbot developed to assist farmers with responses to...
INSS Meu INSS AI-Enabled Benefits Adjudication System
Brazil's Instituto Nacional do Seguro Social (INSS), through the state-owned technology company...
CNSS “Biosecu” – online facial-recognition proof-of-life for pensioners
The Caisse Nationale de Sécurité Sociale (CNSS) of Togo launched Biosecu, a web-based application...
Försäkringskassan ML Risk Scoring for Fraud Investigations (Sweden — Suspended)
The Försäkringskassan ML Risk Scoring system is a machine-learning-based risk profiling tool...
Cogent Facial Image Matching Software for Welfare Fraud Detection
Ireland's Department of Social Protection (DSP) deployed cogent facial image matching software to...
Risk-based Review and Fraud/Error Targeting Models for Universal Credit (UC Advances ML Model and related models)
The United Kingdom's Department for Work and Pensions (DWP) operates a machine learning model to...
Refugee assistance biometric authentication at distributions (UNHCR PRIMES: BIMS + Global Distribution Tool)
This case concerns the deployment of UNHCR's Biometric Identity Management System (BIMS), a...
UNHCR Afghanistan FARE Cash Assistance: Biometric Identity Verification at Encashment Centres (PRIMES/BIMS)
The United Nations High Commissioner for Refugees (UNHCR) deployed its Biometric Identity...
SISBEN IV -- AI-Enhanced Data Analytics and Fraud Detection Layer for Social Programme Targeting
Colombia's Sistema de Identificacion de Potenciales Beneficiarios de Programas Sociales (SISBEN),...
Sistema de Alerta Ninez (SAN) -- ML-Based Child Welfare Risk Prediction
Chile's Ministerio de Desarrollo Social y Familia (MDSF) developed and deployed the Sistema de...
Allegheny Family Screening Tool (AFST)
The Allegheny Family Screening Tool (AFST) is a predictive risk modelling system deployed by the...
Novissi – Machine Learning on Mobile Phone Metadata for Individual Poverty Prediction and Beneficiary Targeting
The Government of Togo used a phone-based poverty-prediction model during the rural expansion of...
Novissi -- Geospatial Poverty Mapping for Emergency Cash Transfer Area Targeting (Model 2)
The Government of Togo used a geospatial poverty-mapping model as the area-targeting step of...
NADRA Automated Biometric Identification System (ABIS) for CNIC Enrolment De-duplication
The National Database and Registration Authority (NADRA) of Pakistan operates an Automated...
National Identity Card (Rastriya Parichaya Patra) — Biometric ABIS for Identity Deduplication and Verification
Nepal's National Identity Card programme, known as the Rastriya Parichaya Patra, is a nationwide...
Rotterdam Municipal Welfare Fraud Prediction Algorithm
The Municipality of Rotterdam deployed a machine learning algorithm in 2017 to predict welfare...
SyRI -- System Risk Indication (Systeem Risico Indicatie)
The System Risk Indication (Systeem Risico Indicatie, or SyRI) was a risk-scoring system developed...
National Identification Number (NIN) -- ABIS-based duplicate detection at enrolment
The National Identity Management Commission (NIMC) of Nigeria operates an Automated Biometric...
Social Health Authority (SHA) – Biometric Health Identification for Patient Verification at Health Facilities (Kenya)
The Social Health Authority (SHA) Biometric Health Identification (BHI) system is a...
Samagra Vedika – AI-Enabled Entity Resolution for Welfare Eligibility (Telangana, India)
Samagra Vedika is an integrated data platform deployed by the Government of Telangana, India, that...