Novissi: AI-Targeted Digital Cash Transfers and Togo's ASTRE Social Registry
Togo
Togo built a fully digital, mobile-money cash-transfer system using satellite imagery and phone data to target its poorest citizens during …
Haiti · Port-au-Prince · See the Haiti profile
USAID and the Gates Foundation seeded Haiti's mobile-money market in 2010 with a $10m milestone-prize fund. Digicel's MonCash grew to 805,000 active users within two years of relaunch, and by 2023 delivered 57% of PSARA social-protection payments via e-wallet.
After the 2010 earthquake, USAID and the Bill & Melinda Gates Foundation created the $10 million Haiti Mobile Money Initiative (HMMI) to jump-start a mobile-money market in a country where most people had no bank account. Rather than fund a single operator, HMMI offered competitive 'First to Market' and transaction-milestone prizes to whichever mobile network launched and scaled services fastest.
HMMI aimed to build a functioning, competitive mobile-money market in Haiti from scratch, using prize incentives rather than direct subsidy to a chosen operator.
Digicel/Scotiabank's TchoTcho Mobile won the $2.5 million First to Market award in January 2011, and Voila/Unibank's Ti-Cash (T-Cash) won $1.5 million in July 2011; both services had launched before the end of 2010. TchoTcho Mobile and T-Cash together earned a further $1.8 million for jointly reaching one million transactions. Digicel later relaunched TchoTcho Mobile as MonCash.
A CGAP case study found that within two years of the relaunch, MonCash's active customer base reached 805,000 (on a 90-day activity basis, versus 540,000 on a stricter 30-day basis), while monthly transaction value grew from about $3 million to $32 million after Digicel focused the product on peer-to-peer transfers. MonCash also became a channel for government-to-person payments: a 2023 World Bank study of Haiti's PSARA adaptive social-protection cash-transfer programme found that 57% of targeted beneficiaries with a valid national ID received their benefits through a MonCash e-wallet as of April 2023.
The same World Bank study is candid about the limits of this model, documenting constraints such as uneven agent liquidity, low device access and trust barriers that kept a large minority of beneficiaries from being reached digitally — evidence that mobile money expands, but does not by itself complete, financial inclusion amid Haiti's continuing instability.
Implementation detail (cost, timeline, staffing, conditions for success) is not yet available for this practice.
Where this practice's information was retrieved from, and when.
Togo
Togo built a fully digital, mobile-money cash-transfer system using satellite imagery and phone data to target its poorest citizens during …
Fiji
Launched in 2010, Vodafone Fiji's M-PAiSA mobile wallet became the country's leading digital-payment channel, reaching 632,123 users (two-thirds of Fijians) …
Somalia
In a country with almost no formal banking sector, Hormuud Telecom's EVC Plus mobile-money service reached roughly three-quarters of Somali …
Mozambique
Vodacom's M-Pesa mobile money platform, revitalised through a 2018–2022 IFC partnership that tripled active users from 1.9 to 6 million, …
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