01
Install collector
A private Android APK listens for Airtel Money and MTN MoMo SMS, attaching device identity to every batch.
Mobile money operations console
Every agent.
Every transaction.
One live ledger.
Agent Monitor turns every collector device into a structured, auditable feed. Deposits, withdrawals, fees, balances, and exceptions — routed by device identity, parsed with AI, ready to action.
- 3
- MNO networks
- AI
- SMS classification
- 1:1
- Device-bound ledger
console / overview
LIVEDeposits
ZMW 48.7k
+12.4%
Withdrawals
ZMW 42.2k
-3.1%
Unsaved devices
2
needs review
MNOTypeAmountRef
AirtelDepositZMW 1,250.00AM7K9P
MTNWithdrawalZMW 300.00MN3X2Q
ZamtelBalanceZMW 1,500.00ZK8L4M
AirtelFeeZMW 12.50AM4F2J
Live
See float move across every device, in real time.
Group by device identity. Trust collectors by SIM. Surface every parser miss. Built for the operator who actually runs the floor.
48.7k
Deposits today
42.2k
Withdrawals
2
Unsaved
ZMW-first.
Built around the kwacha. Multi-currency-ready, but not at the cost of the local model.
Instant ingest.
Collectors queue locally and flush on connectivity. Nothing dropped, nothing duplicated.
Operating model
Three stages, end to end.
No QR onboarding. No organization switching. Just devices, parsed messages, and the queue of everything that needs your attention — from raw SMS to operational ledger in seconds.
02
Parse with AI
Structured extraction classifies movement, balances, reversals, fees, and noise — with rules fallback.
03
Operate the floor
Devices, transactions, alerts, and reports surface in one console built for ops, not marketing.
Collector contract
Device identity on every batch.
Every SMS batch carries installation ID, app version, Android metadata, provider hints, SIM details, and a durable batch ID. Convex groups the device, OpenAI extracts the facts, your dashboard shows what needs action.
Parser
AI + rules fallbackNetwork loss
Queued locallyExceptions
Review queueRaw SMS
Masked in UIPer-batch payload
v2.1.0- Installation ID + Android device metadata
- App version + durable queue batch ID
- Provider hint (Airtel / MTN / Zamtel)
- SIM operator + assigned MSISDN where available
- Receipt timestamp + raw SMS body
AI-parsed
~92% confidence avgPrivate by default
Your deployment.
Your credentials.
Clerk gates the admin dashboard. Convex validates collector requests. Raw SMS is masked in the UI. OpenAI parsing stays server-side. No multi-tenant surface area.
Single-owner bootstrap
Optional shared ingest secret
Masked raw SMS audit
Unsaved-device review queue
AI parser with rules fallback
No Clerk Organizations required
Ready to deploy
Bring your fleet under one console.
Stand up your private deployment, install the collector, and watch the ledger come alive. No setup ceremony, no procurement.
Deployment time
< 10 min
Networks supported
Airtel · MTN · Zamtel
Tenants per instance
Single owner