ETH-003

Refugee assistance biometric authentication at distributions (UNHCR PRIMES: BIMS + Global Distribution Tool)

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Ethiopia Sub-Saharan Africa Low income Operational Deployment (Limited Rollout) Confirmed

Refugees and Returnees Service (RRS); UNHCR

At a Glance

What it does Classification — Identification, verification and record linkage
Who runs it Refugees and Returnees Service (RRS); UNHCR
Programme Refugee assistance biometric authentication at distributions (UNHCR PRIMES: BIMS + Global Distribution Tool)
Confidence Confirmed
Deployment Status Operational Deployment (Limited Rollout)
Key Risks Not assessed
Key Outcomes GDT available in 27 refugee locations in Ethiopia as of 19 November 2023 (Update #7).
Source Quality 4 sources — News article / media, Report (multilateral / development partner)

This case concerns the deployment of UNHCR's Biometric Identity Management System (BIMS), a component of the Population Registration and Identity Management EcoSystem (PRIMES), for biometric identity verification of refugees in Ethiopia. BIMS is used to enrol refugees and verify their identities in the context of humanitarian assistance delivery, including food distributions conducted jointly by UNHCR, the World Food Programme (WFP), Ethiopia's Refugees and Returnees Service (RRS), and cooperating partners.

UNHCR's Representation Office in Ethiopia launched comprehensive level 3 registration and the BIMS enrolment exercise in July 2017, beginning in Addis Ababa. Large-scale countrywide implementation of comprehensive registration commenced in August 2018. By 31 December 2018, a total of 230,990 individuals — representing 27.7 percent of the total refugee population at the time — had completed comprehensive level 3 registration, and 170,932 individuals had been enrolled on BIMS. The registration exercise was designed under a one-stop-shop model in which refugees receive seamless access to services provided by UNHCR, the Government of Ethiopia (through the then-named Administration for Refugee and Returnee Affairs, ARRA, now RRS), and all relevant partners at a single physical location. These agencies provide registration, protection, refugee vital events registration, and other assistance. At the end of the registration process, all refugee families receive a proof of registration document, and individuals aged 14 and above receive a refugee or asylum seeker identity card.

The stated aims of the comprehensive registration and BIMS exercise include supporting Ethiopia's Comprehensive Refugee Response Framework (CRRF), fulfilling pledges made by the Government of Ethiopia, improving protection outcomes, enabling targeted assistance, and facilitating effective durable solutions for the forcibly displaced population.

As of November 2023, 919,586 refugees were dependent on food assistance out of a total of 996,352 refugees across 31 refugee locations in Ethiopia, encompassing camps, settlements, sites, and transit centres. Distribution activities following the resumption of USAID assistance in September 2023 were conducted under a new Memorandum of Understanding (MOU) and Standard Operating Procedures (SOPs) on food assistance in refugee camps, sites, and settlements, signed by RRS, UNHCR, and WFP.

The biometric registration infrastructure has also been extended to support digital identity integration with Ethiopia's national identification system. In 2024, Ethiopia launched a pilot programme distributing Fayda digital identity cards to 77,000 refugees in Addis Ababa, with plans to expand to approximately one million individuals from neighbouring countries including Eritrea, Somalia, South Sudan, and Sudan. This initiative operates under UNHCR's PRIMES Interoperability Gateway (PING) project, described as the first such project to be rolled out in Africa, with World Bank support. The Fayda digital IDs enable access to essential services including SIM card registration, healthcare, education, financial services, and government-directed services. At the 2023 Global Refugee Forum, Ethiopia pledged to include 814,000 refugees in the national ID database.

The registration and Fayda enrolment process includes an informed consent procedure. Refugees and asylum seekers receive comprehensive information about Fayda ID services and their associated benefits, and are asked to consent to the sharing of their demographic and biometric data for eligible household members aged five years and above with the National ID Program (NIDP) for the generation of Fayda numbers and QR codes. Participation in the Fayda process is voluntary; the NIDP only generates Fayda numbers for those who consent to data sharing. Data protection is governed by UNHCR's Privacy Policy.

Classifications follow the DCI AI Hub Taxonomy. Hover over field labels for definitions.

Social Protection Functions

Implementation/delivery chain
Provision of payments/services primaryAssessment of needs/conditions + enrolment
SP Pillar (Primary) The social protection branch: social assistance, social insurance, or labour market programmes. Social assistance
Programme Name Refugee assistance biometric authentication at distributions (UNHCR PRIMES: BIMS + Global Distribution Tool)
Programme Type The type of social protection programme, classified under social assistance, social insurance, or labour market programmes. View in glossary In-Kind Transfers
System Level Where in the social protection system the AI is applied: policy level, programme design, or implementation/delivery chain. View in glossary Implementation/delivery chain
Programme Description UNHCR refugee assistance programme in Ethiopia using biometric identity verification (BIMS/GDT) at food, cash, and non-food item distribution points. NOTE: No downloaded sources available to verify this description — based on unverified v1 case metadata only.
Implementation Type How the AI output is produced: Classical ML, Deep learning, Foundation model, or Hybrid. Affects validation, compute requirements, and governance profile. View in glossary Deep learning
Lifecycle Stage Current stage in the AI lifecycle, from problem identification through to monitoring, maintenance and decommissioning. View in glossary Integration and Deployment
Model Provenance Origin of the AI model: developed in-house, adapted from open-source, commercial/proprietary, or accessed via third-party API. View in glossary Not documented
Compute Environment Where the AI system runs: on-premise, government cloud, commercial cloud, or edge/device. View in glossary Not documented
Sovereignty Quadrant Classification of data and compute sovereignty: I (Sovereign), II (Federated/Hybrid), III (Cloud with safeguards), or IV (Shared Innovation Zone). View in glossary Not assessed
Data Residency Where the data used by the AI system is stored: domestic, regional, or international. View in glossary Not documented
Cross-Border Transfer Whether data crosses national borders, and if so, whether documented safeguards are in place. View in glossary Not documented
Decision Criticality The rights impact of the decision the AI supports. High criticality requires HITL oversight; moderate requires HOTL; low may operate HOOTL. View in glossary High
Human Oversight Type Level of human involvement: Human-in-the-Loop (active review), Human-on-the-Loop (monitoring), or Human-out-of-the-Loop (periodic audit). View in glossary HOTL
Development Process Whether the AI system was developed fully in-house, through a mix of in-house and third-party, or fully by an external provider. View in glossary Not documented
Highest Risk Category The most significant structural risk source identified: data, model, operational, governance, or market/sovereignty risks. View in glossary Not assessed
Risk Assessment Status Whether a formal risk assessment, informal assessment, or independent audit has been conducted for this system. Not assessed

Risk Dimensions

Governance and institutional oversight risks
Market, sovereignty and industry structure risks
Operational and system integration risks

Impact Dimensions

Autonomy, human dignity and due process
CategorySensitivityCross-System LinkageAvailabilityKey Constraints
Beneficiary registries and MISPersonalLinks data across multiple systemsCurrently available and usedRegistration data held in proGres v4 (PRIMES); includes demographic details, protection status, and assistance history; linked to BIMS and GDT for verification at distribution sites
Financial and payments data: programme operationsPersonalLinks data across multiple systemsCurrently available and usedDistribution/assistance manifests managed through GDT; tracks attendance, verification, and collection at food/cash/NFI distribution points; GDT does not store biometric data itself but verifies via BIMS
National ID and biometric databasesSpecial categoryLinks data across multiple systemsCurrently available and usedBiometric data (10 fingerprints, two irises, facial photo) captured via BIMS; centralized database with global deduplication; requires informed consent for Fayda data sharing; data protection governed by UNHCR privacy policy

Biometric Update (2024). Ethiopia begins issuing refugees digital ID cards to facilitate service access. Biometric Update, March 2024. Available at: https://www.biometricupdate.com/202403/ethiopia-begins-issuing-refugees-digital-id-cards-to-facilitate-service-access (Accessed 23 Mar 2026).

View source News article / media

UNHCR (2018). Comprehensive Registration and PRIMES in Ethiopia (December 2018 Newsletter). ReliefWeb. Available at: https://reliefweb.int/report/ethiopia/comprehensive-registration-and-primes-ethiopia-december-2018-newsletter (Accessed 23 Mar 2026).

View source Report (multilateral / development partner)

UNHCR (2023). Resumption of General Food Distributions for Refugees in Ethiopia – Update #7 (19 Nov 2023). UNHCR Data Portal. Available at: https://data.unhcr.org/en/documents/details/105000 (Accessed 23 Mar 2026).

View source Report (multilateral / development partner)

UNHCR (2025). Registration – Ethiopia. UNHCR HELP. Available at: https://help.unhcr.org/ethiopia/asylum/registration/ (Accessed 23 Mar 2026).

View source Report (multilateral / development partner)
Deployment Status How far the system has progressed into real-world operational use, from concept/exploration through to scaled and institutionalised. View in glossary Operational Deployment (Limited Rollout)
Year Initiated The year the AI system was first initiated or development began. 2017
Scale / Coverage The scale and geographic or population coverage of the deployment. Unknown
Funding Source The source(s) of funding for the AI system development and deployment. Unknown
Technical Partners External technology vendors, academic partners, or development partners involved. UNHCR PRIMES (BIMS) and Global Distribution Tool (GDT)
Outcomes / Results GDT available in 27 refugee locations in Ethiopia as of 19 November 2023 (Update #7)

How to Cite

DCI AI Hub (2026). 'Refugee assistance biometric authentication at distributions (UNHCR PRIMES: BIMS + Global Distribution Tool)', AI Hub AI Tracker, case ETH-003. Digital Convergence Initiative. Available at: https://socialprotectionai.org/use-case/ETH-003 [Accessed: 1 April 2026].

Change History

Updated 31 Mar 2026, 06:35
by system (system)
Created 30 Mar 2026, 08:39
by v2-import (import)