ADTC 2026 Submission

Your business talks.
MOVA listens.

Paste a WhatsApp message, OPay SMS, or Pidgin transcript. MOVA extracts who owes whom, how much, and when it's due — entirely offline on your laptop.

Learn More

Before and after

Messages from WhatsApp, SMS, and Pidgin transcripts become structured financial records.

What you type
Chinedu
Mama I go pay you the 85k next week for the rice.
10:32 AM
Mama Adura
Mama I don transfer the 20k check your OPay.
11:15 AM
Uncle Emeka
The 45k wey I owe you from last month I go pay after market day.
11:42 AM
Chinedu
Mama Alhaji Bello say the 50 bags of rice na 250k you go pay am direct.
2:10 PM
MOVA
Extracts
Structured output
CHINEDU
Amount₦85,000
TypeReceivable
StatusOutstanding
MAMA ADURA
Amount₦20,000
TypeReceivable
StatusPaid
UNCLE EMEKA
Amount₦45,000
TypeReceivable
DueSaturday
ALHAJI BELLO
Amount₦250,000
TypePayable
StatusOutstanding

Same message. Same result. Any language.

MOVA understands Nigerian English, Pidgin, Yoruba, Igbo, Hausa, and Swahili.

Nigerian English
"Chinedu owes me 85,000 naira for the last delivery."
Customer: Chinedu
Amount: ₦85,000
Type: Receivable
Status: Outstanding
Nigerian Pidgin
"Chinedu still dey owe me 85k for that delivery."
Customer: Chinedu
Amount: ₦85,000
Type: Receivable
Status: Outstanding
Yoruba
"Chinedu ko si ide 85k fun awon ohun ti mo fun ni."
Customer: Chinedu
Amount: ₦85,000
Type: Receivable
Status: Outstanding
Igbo
"Chinedu adighi ya ihe 85k nke m nye ya."
Customer: Chinedu
Amount: ₦85,000
Type: Receivable
Status: Outstanding
Hausa
"Chinedu bai biya kuɗin kaya 85 ba."
Customer: Chinedu
Amount: ₦85,000
Type: Receivable
Status: Outstanding
Swahili
"Chinedu hajajiri denge 85k kwa mzigo wangu."
Customer: Chinedu
Amount: ₦85,000
Type: Receivable
Status: Outstanding
98%
Entity
88%
Amount
92%
Direction
91%
Status
78%
Full Record
3.2B
Parameters
4 GB
RAM Used
7.3 t/s
Speed
0
Cloud Calls

Try it yourself

Paste any business message. See the structured output.

MOVA — ADTC 2026 Llama 3.2 3B Q4_K_M | Offline | 8GB Laptop
MOVA — Nkechi's Provisions
Edge AI Active
7.3 t/s | 4GB | Offline

Receivables

₦310,000
5 customers

Payables

₦250,000
1 pending

Net

₦60,000
Positive

Transactions

12
This week

Language

Benchmark (130 examples)

Entity98%
Amount88%
Direction92%
Status91%
Full78%

Hardware

ModelLlama 3.2 3B
RAM4.0 GB
Speed7.3 t/s

Business

Nkechi runs a wholesale provision store in Lagos. 40+ customers buy on credit via WhatsApp and OPay.