AI Auditor Anomaly Detection for FinEdge Group
How we designed and integrated a private cognitive layer to audit ledger entries, resulting in a 88% reduction in annual auditing errors.
The Challenge
FinEdge Group processed over 100,000 ledger records monthly. Their manual compliance review team was bottlenecked, checking entries days after they occurred. Minor billing discrepancies, wrong tax assignments, and fraud flags went undetected, costing significant overheads during year-end tax declarations.
The Solution
VR Info Tech engineered a proprietary machine learning model (trained on historical compliance data) integrated into their transactional SQL database pipeline. The model parses new ledger logs, scores them for anomalies in under 20ms, and pushes alerts to compliance officers via automated notifications.
Retail Cloud Migration for RetailFlow Enterprise
Transitioning 40+ on-premise inventory systems into high-availability AWS containers, scaling performance to 99.99% operational uptime.
The Challenge
RetailFlow operated legacy physical hardware across multiple warehouse zones. During holiday sales peaks, server clusters crashed due to unexpected concurrent request surges. Database locking caused delayed stock listings and resulted in missed customer orders.
The Solution
We mapped their inventory database relationships, rewrote the backend interfaces for container execution, and migrated databases to AWS Aurora Serverless. We deployed container tasks inside autoscaling Amazon ECS nodes managed with IaC Terraform configs.
SaaS Telemetry Dashboard for Apex Logistics
Building a real-time global telemetry monitoring interface processing 50,000 requests per second under 10ms frontend rendering latency.
The Challenge
Apex Logistics monitored thousands of active container locations, dispatch logs, and route data inputs. Their existing dashboards took up to 8 seconds to load, lagging behind real-time fleet events, leading to incorrect routing and delayed driver adjustments.
The Solution
We built a custom dashboard using React.js and Next.js and routed telemetry updates via WebSockets. We integrated Redis caching layers to reduce read latency to a bare minimum, enabling dispatchers to see live GPS locations under 10ms.
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