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ALL CASE STUDIES
2026Financial ServicesConfidential client in Financial Services

Automated Payment Reconciliation Platform

Automated 99.4% of daily ledger reconciliations across 4 payment gateways.

ROLE
Backend Architecture & Security Hardening
SERVICES
Software Engineering, Data & Integrations
DURATION
6 weeks
YEAR
2026
MEASURED PRODUCTION IMPACT
99.4%
Automated Match Rate
15 mins/day
Manual Audit Time
01 / THE BOTTLENECK

The Operational Problem

Finance staff spent 5 hours every morning cross-referencing bank settlement exports with internal transaction ledgers. Inconsistencies took days to investigate, risking compliance penalties.

02 / ARCHITECTURAL APPROACH

The Technical Approach

We designed an immutable ledger schema with cryptographic audit hashing. Daily settlement CSVs and webhooks parse through idempotent processing pipelines with automated mismatch anomaly alerts.

03 / PRODUCTION SOLUTION

The Production Delivery

An enterprise reconciliation system that automatically matches settlement batches against internal transaction UUIDs, flagging genuine exceptions to an operations review dashboard within seconds.

TECHNOLOGY STACK USED
Node.jsPostgreSQLRedisDrizzle ORMTypeScript