High-throughput CDR (Call Data Record) processing, automated loan ageing systems, and deterministic USSD financial transaction engines. Built for telecom operators, aggregators, and institutional lenders across Sub-Saharan Africa.
Simulate real-time binary parsing, memory footprint allocation, and deterministic risk indexing across large scale telecom batches.
Engineered to sit directly between raw MNO streams and high-stakes credit balance accounting.
Airtel & MTN class batch and streaming binary parsing. Decrypts proprietary network logs, extracts CDR metadata, and continuously executes deterministic loan ageing calculations with zero database latency.
Low-latency endpoint routing for high-frequency USSD sessions. Handles stateful loan origination, dynamic credit limit allocation, and instant loan disbursement validation.
Automated delinquency tracking and dynamic ageing brackets. Integrates with banking payment rails and mobile money clearing houses for automated ledger reconciliation.
Strict data governance frameworks designed for Central Bank regulations and Telecom compliance across Nigeria and Sub-Saharan territories. Fully verified domain posture.
Inspect the low-level architecture driving KAARBIT's real-time core engines.
Telecom switches emit massive CDR files in binary ASN.1/BER formats. KAARBIT ingests streams directly from MNO gateway SFTPs/Kafka topics, parsing bit-packed structs without allocation overhead.
// Ingestion Bit-packed CDR Struct
struct CDRRecord {
subscriber_id: [u8; 16],
event_timestamp: u64,
cell_tower_id: u32,
duration_secs: u16,
charge_amount_kobo: u64,
ageing_risk_flag: u8,
}
impl CDRStreamDecoder {
pub fn parse_raw_bytes(stream: &[u8]) -> Result<CDRRecord, ParseError> {
// Zero-copy deserialization pipeline
}
}
KAARBIT operates under rigorous legal and security standards required by telecommunications regulators (NCC) and financial system supervisors across Nigeria and Sub-Saharan jurisdictions.
Aligned with Nigerian Communications Commission telecom credit service directives and data processing standards.
Strict data sovereignty. On-premise MNO hosting options ensuring subscriber PII never leaves country borders.
SPF, DKIM, and DMARC enforcement policies active to prevent spoofing and ensure authentic executive dispatch.
Cryptographic separation of bank and MNO data partitions ensuring zero cross-tenant contamination.