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AI-Enabled Refugee Forecasting for Uganda's Displacement Crisis Response Mechanism (DCRM)
Uganda's Displacement Crisis Response Mechanism (DCRM) is the world's first displacement risk...
Career Kaki AI-Enabled Career Coaching Assistant (Singapore)
Career Kaki is a free AI-enabled career coaching assistant developed by the Government Technology...
Hyodol AI Care Robot for Elderly Living Alone (South Korea)
Hyodol is an AI-enabled socially assistive companion robot deployed at scale through South Korea's...
Skill India Assistant (SIA) AI Chatbot
The Skill India Assistant (SIA) is an AI-enabled multilingual chatbot developed to support users of...
UIDAI–Sarvam AI Voice Services for Aadhaar: AI-Enabled Multilingual Voice Interactions and Real-Time Fraud Detection
The Unique Identification Authority of India (UIDAI) has partnered with Bengaluru-based Sarvam AI,...
Bürokratt — Estonia's AI-Enabled Virtual Assistant Network for Public Services
Bürokratt is an AI-enabled virtual assistant network developed by the Estonian government to...
Paloma / Paloma 2.0 – AI Virtual Assistant for Elderly Loneliness Detection
Paloma is an AI-enabled virtual assistant developed by Madrid City Council (Ayuntamiento de Madrid)...
Social Bot / iDost — AI-Enabled Chatbot and Call Center System for Social Protection Services
Azerbaijan's Ministry of Labour and Social Protection of Population (MLSPP), through the DOST...
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...
WFP SCOPE – Biometric Verification at Food/Cash Distributions (DRC)
WFP SCOPE is the World Food Programme's beneficiary information and transfer management platform,...
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...
Social Security Administration (SSA) – Insight Decision-Quality Support System
The U.S. Social Security Administration (SSA) has developed and deployed the Insight software suite...
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...
AHEAD – Anticipatory Humanitarian Action for Displacement (Foresight Model)
The AHEAD (Anticipatory Humanitarian Action for Displacement) model is a machine learning system...
mindline.sg + Wysa Digital Mental-Health Chatbot
mindline.sg is Singapore's national digital first-stop touchpoint for mental health, developed and...
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...
WFP DEEP Machine-Learning Drone Damage Assessment for Post-Cyclone Humanitarian Response (Mozambique)
The Digital Engine for Emergency Photo-analysis (DEEP) is a machine-learning application developed...
Ignitia Climate Advisory (SMS weather advice for smallholders).
Ignitia is an external startup and social enterprise supported by the World Food Programme (WFP)...
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...