Data Engineering & Reconciliation

Transform fragmented data into actionable intelligence. We build the pipelines and systems that turn raw data into business value.


What We Build

Automated Reconciliation

Match transactions across systems automatically. Detect variances in real-time, investigate exceptions, close books faster.

Custom ETL Pipelines

Extract, transform, load at scale. From legacy mainframes to modern data warehouses, we move data reliably.

Real-Time Telemetry

Live dashboards, alerting, and observability. QuestDB-powered analytics that keep you informed second-by-second.

Fraud Detection

Pattern recognition, anomaly detection, and rule-based alerting. Catch fraud before losses materialise.


Technical Stack

QuestDB Time-series analytics at millisecond speed
CouchDB Distributed document storage with MapReduce
Kafka & Pulsar Event streaming for real-time processing
Spark & Flink Distributed compute for batch and stream

Outcome Focused

Time Saved

Clients reduce reconciliation time from days to minutes. Automated matching handles 99.5% of transactions without human intervention.

Variance Detection

Our systems identify R1M+ in monthly variances that would otherwise go unnoticed. Every cent accounted for.