Proactive AI-Driven Benefit Assignment — Azerbaijan's State Social Protection Fund System
Azerbaijan
Azerbaijan's State Social Protection Fund uses AI-based data matching across 15+ agencies to proactively identify and enrol eligible citizens in …
Libya · Tripoli · See the Libya profile · See the Tripoli profile
Evidence: Observational / pre–post Top 62% 53/100 · Ask Evidence Copilot about this practice
WFP used its SCOPE beneficiary platform to target and deduplicate cash transfers across Libya, doubling disbursements from $1.4 million (40,000 people) in 2022 to $2.9 million (46,000 people) in 2023, within a wider operation reaching 209,000 people.
Libya has no single unified government and a large, protracted population of displaced and vulnerable residents, making it hard for cash-assistance programmes to confirm who has already received support and avoid duplicate payments.
WFP used its SCOPE beneficiary information and transfers management platform to target and reach the most vulnerable households, deduplicating support across a fragmented governance landscape.
Cash-based transfers rose from $1.4 million (~40,000-40,500 people) in 2022 to $2.9 million (46,000 people) in 2023, delivered across a widening set of cities, within a total 2023 operation reaching 209,118 beneficiaries across all assistance types.
Even after doubling, cash recipients remain a small share of the hundreds of thousands of people WFP identifies as vulnerable across Libya.
National / regional programmes
Indicative funding routes for practices of this type — always check each programme's current calls and eligibility rules.
Do you run this practice? Claim it — verified implementers get a public contact pathway and can propose corrections.
Where this practice's information was retrieved from, and when.
Azerbaijan
Azerbaijan's State Social Protection Fund uses AI-based data matching across 15+ agencies to proactively identify and enrol eligible citizens in …
Mali
In a 2025 pilot, WFP's AI-powered Enterprise Deduplication Service used photo-matching to flag duplicate beneficiary records in Mali, saving US$431,000 …
Kazakhstan
Kazakhstan's Digital Family Card uses predictive scoring across 100+ socio-economic indicators from 20+ agencies to proactively identify and serve vulnerable …
Ecuador
Ecuador's Registro Civil migrated 13.7 million legacy records onto an Innovatrics ABIS platform to issue biometric passports and electronic cédulas …
Open full copilot Grounded in cited practices — always check the sources.