Generates an audit pack covering 8 frameworks.
Primary regulatorsCBN · CBK · BSP · Bank of Ghana · GSMA
Why it matters: CBN MMS non-compliance → suspended licence. CBK breaches → 1M KES fine per incident. Anti-fraud: agent ID required at every cash-in.
Not a generic LLM. Specialists with hard-coded domain knowledge.
USSD Designer
Design feature-phone USSD menu tree with SMS fallback.
Agent Network Engineer
Cash-in/out agent network with commission tiers + fraud detection.
MNO Billing Integrator
Integrate telco core (Ericsson IN / Huawei MoMo / ZTE iCTM).
Transaction Switch Engineer
Inter-MNO interoperability + multilateral settlement netting.
KYC Tier Designer
Tier 0/1/2 KYC matrix matched to country regulator limits.
The integrations the agents know how to wire up.
Proven patterns the agents use to write your code.
Agent Network Economics
Mobile money's "killer feature" is cash-in / cash-out at street-level agents. Banks are sparse; agents are everywhere. M-Pesa has ~280k agents in Kenya for ~30M users — roughly 1 agent per 100 users. Commission is split: Agent: 70% Aggregator (parent franchise): 20% Operator…
KYC Tier Strategy
Full bank-grade KYC (address proof, source-of-funds, in-person verification) takes 2-7 days and excludes 30-70% of unbanked users in EM. Telecom regulators allow risk-graded tiers: lower-risk = lower-friction. Requirements: valid phone number (auto-verified via SIM ownership)…
USSD Design for Mobile Money
Unstructured Supplementary Service Data — synchronous, session-oriented text protocol available on every GSM phone (including 2G feature phones). User dials \*123# to start; menu appears; user replies with digit; menu updates. Session ends after timeout (typically 90s) or…
Ship your Mobile Money
in 30 minutes.
Free tier — bring your own LLM key. No credit card.