Governed AI for Somali institutions,
built for the rails that already carry the economy

Mobile money AML/CFT at national transaction scale

Somalia has among the highest mobile money penetration rates anywhere in the world. EVC Plus, Sahal and eDahab function as the de facto payment rails for most of the economy, and a very large share of all transactions are mobile rather than cash or conventional banking. That is a genuine leapfrog — and it means AML/CFT, sanctions screening and consumer-protection obligations land on a handful of operators carrying enormous volume, at speeds and volumes no manual process can supervise.

Every AI-assisted step in transaction monitoring, alert triage, customer due diligence and case escalation passes through one governed chokepoint and writes one immutable ledger row — actor, action, inputs, outputs, model and verdict. Sanctions and AML screening is enforced rather than advisory: an override goes to a named person and the override decision is itself written to the record. Supervisors and operators then reconcile against the same evidence, which is what makes oversight of a system this large tractable.

Money transfer, remittances and correspondent banking de-risking

Remittances are central to the Somali economy. The diaspora across the Gulf, Europe, North America and East Africa sends very substantial sums, and the money transfer sector — Dahabshiil and others, built on long-established hawala practice — is systemically important. Correspondent banking access and de-risking are a live, well-documented compliance concern for the sector: relationships have been withdrawn elsewhere in the region on the basis of documentation and control weaknesses rather than actual findings.

Documented, auditable controls are precisely what the sector needs to sustain those relationships. The platform produces evidence in the form a correspondent bank's own compliance function and supervisor accept: screening enforced at the point of transaction, an immutable chain from customer onboarding through each transfer to settlement, role-scoped access, and reporting that is a query over records that already exist rather than a reconstruction under deadline. The point is not to explain that controls exist — it is to be able to show them.

Humanitarian beneficiary data protection

The humanitarian and development presence in Somalia is very large, and the organizations working here hold registration data, household composition, location and entitlement records for people in vulnerable circumstances — increasingly linked to mobile money accounts for cash transfer programming. That data exists because it is needed to deliver assistance. It also carries risk if it is over-collected, over-retained, or visible to more people than the work requires.

The platform enforces minimization at the point of capture, role-scoped access so a field worker sees only their caseload, content-logging modes that can store a verifiable fingerprint instead of the content itself, and an immutable record of every access. Certified deletion produces a tamper-evident certificate when a dataset must genuinely be gone. These are protections for the people in the records, and they execute in code rather than depending on a policy being followed.

Livestock export certification and traceability for Gulf market access

Livestock is the principal export. Somalia is among the world's largest exporters of live animals — camels, goats, sheep and cattle — overwhelmingly to Gulf markets, with volumes concentrated around Hajj season and shipped principally through Berbera and Bosaso. Market access turns on animal health certification and traceability: an importing authority that cannot verify a consignment's health documentation and origin can suspend an entire trade, and suspensions have historically been costly.

Governed capture produces health certification, holding-ground inspection, vaccination and origin records in a form an importing veterinary authority can verify, with an immutable chain from herd to holding ground to quarantine to vessel. Documents generated with AI assistance carry the same ledger entry as everything else — actor, inputs, outputs, model and verdict — so certification is evidence rather than assertion, in the languages the counterparty reads.

Central Bank of Somalia supervision and shilling/dollar reconciliation

The Central Bank of Somalia supervises banks, mobile money operators and licensed money transfer businesses, and oversees the Somali shilling in an economy where the US dollar is very widely used in practice and much of the transaction volume is denominated and settled in dollars over mobile rails. Reconciliation across two units of account, several operators and a rebuilding supervisory framework is a records problem before it is a monetary one.

Supervisory reporting, AML and sanctions screening, and shilling/dollar reconciliation run through the same governed chokepoint, producing evidence in a form supervisors, correspondent banks and international financial institutions accept. The audit trail survives interrupted operations and reconstructs cleanly afterwards, so a connectivity outage does not become a gap a supervisor has to take on trust.

Port and customs data integrity across Mogadishu, Berbera, Bosaso and Kismayo

Somalia's ports face one of the world's busiest shipping corridors. Mogadishu handles the bulk of general import trade; Berbera has attracted major DP World investment and anchors a corridor serving landlocked Ethiopia; Bosaso is a principal livestock and general cargo port on the Gulf of Aden; Kismayo serves the south. Between them they carry the country's trade, its customs revenue and a growing volume of transit cargo.

Manifests, classification, valuation, origin evidence and clearance decisions are captured under governance, with screening enforced rather than advisory and every AI-assisted step written to an immutable ledger. Records produced this way are verifiable by a shipping line, a transit counterparty inland, a customs administration and a revenue auditor against the same evidence — which is what turns declared revenue into demonstrated revenue.

Offline-capable operation

Enforcement, inference and audit logging run inside the institution's own environment. When the link drops — at a holding ground outside Bosaso as readily as at a head office in Mogadishu — governance does not pause: validation still executes and the ledger still writes, because neither depends on reaching an external service.

On-premise and air-gapped deployment

Deploy on institutional servers or in a fully air-gapped environment with no outbound path at all. The platform does not phone home for telemetry, licence checks or model routing, so an air gap is a supported configuration rather than a degraded one — which matters for a central bank, a payment operator and a humanitarian registry alike.

Resilience under intermittent connectivity

Operations reconcile cleanly after interruption rather than losing the intervening period. Records written while disconnected — through a power interruption, a coastal storm season or a link outage at a regional branch — are complete and verifiable when connectivity returns, so an outage does not become a gap in the audit trail a supervisor or correspondent bank has to accept on trust.

Data residency inside Somali facilities

Customer records, transaction data, beneficiary registries, certification records and port data stay physically within the institution's own infrastructure. For a financial sector rebuilding international confidence, control over where data lives is part of the case being made; and for humanitarian data in particular it is a protection obligation.