Payments ops
Dispute desks drown
in screenshots.
Floats stay untouched.
Language-heavy assist for M-Pesa exception queues, summarise, classify, draft, with a hard line: no autonomous money movement, ever.
Nairobi fintech ops teams live in a swamp of “I sent to wrong till” screenshots, duplicate STK pushes, and merchant chargeback threads. Public ChatGPT is one paste away from leaking phone numbers and transaction IDs. M-Pesa payments ops assist keeps summarisation and drafting on private Kenya inference, while humans keep the keys to money.
$ corvux payments assist --case MPX-88421 INTAKE screenshot + customer WhatsApp thread EXTRACT amount · till · timestamp · ref hint CLASSIFY wrong-till | duplicate | merchant-dispute DRAFT SOP-aligned reply + internal note ACTION NONE, await human reversal auth ✓ no Daraja write · logged · KE-hosted
What gets faster
Minutes per case, minutes per case, free of magic settlement.
Thread summary
Collapse 40-message WhatsApp fights into facts an agent can verify in one screen.
SOP routing
Tag case type against your playbook, wrong till vs paybill mismatch vs fraud hint.
Draft comms
Customer-facing Swahili/English replies for human edit, pair with language pack.
QA sampling
Flag agents skipping verification steps, for team leads, for team leads, with auto-punish off.
Sibling to AI automation for broader ops queues. If you need customer self-service on WhatsApp, see WhatsApp desk, still with human handoff on money questions.
FAQ
Compliance and ops heads.
Does this move money or call Daraja reversal APIs?
No. Assist only, humans execute reversals, ledger posts, and Safaricom escalations.
Can it read M-Pesa SMS and chat screenshots?
Yes, when you provide them through approved channels. OCR + summarisation stays on Kenya-hosted models.
CBK and PSP oversight?
Designed for audit trails and human approval on every customer-impacting action. Your compliance sign-off required before pilot.
Works with which cores?
Assist layer sits above your ticketing and ops tools, above your tools, short of a core banking replacement.
Pilot on one dispute queue
Bring weekly case volume and your SOP. We scope assist, and document what we will never automate.
Talk payments ops