Systems Operating in Production

We do not build minimum viable products or small AI experiments. We design and implement robust intelligent systems that drive measurable operational leverage.

Logistics & Supply Chain

Enterprise RAG Copilot

The Problem

A mid-sized logistics firm's support team spent 15+ hours weekly referencing thousands of pages of complex PDF vendor manuals and compliance guidelines.

The System Built

A sovereign Retrieval-Augmented Generation (RAG) pipeline indexing over 2 million pages into a private vector database, wrapped in a secure internal web application ensuring zero data leakage.

45m → 3m Reduction in dispatcher time-to-resolution for complex queries.
40% Reduction in monthly AWS infrastructure spend with 5x capacity.
FinTech Operations

Cloud Migration & Optimization

The Problem

A fast-growing fintech company was experiencing active database deadlocks and skyrocketing AWS costs due to an unoptimized monolithic backend handling sensitive transactions.

The System Built

Architected migration to a microservices ecosystem using AWS EKS (Kubernetes) and RDS PostgreSQL, scaling gracefully with fully automated Terraform IaC and strict PCI-DSS compliance.

Industrial Manufacturing

Real-Time Industrial Monitoring

The Problem

A manufacturing facility lacked real-time visibility into machine performance, leading to highly unpredictable unplanned downtime and reactive maintenance schedules.

The System Built

An edge-to-cloud telemetry pipeline ingesting live sensor data into a streaming analytics platform (Kafka) with real-time anomaly detection and automated alerting models.

30% Reduction in unplanned equipment downtime via predictive maintenance.
60% Reduction in manual processing time while improving anomaly detection accuracy.
Enterprise Banking

AI-Powered Compliance Analytics

The Problem

A mid-tier bank's compliance team was manually reviewing thousands of transaction reports daily for regulatory flagging, causing delays and massive human error risk.

The System Built

An automated compliance analytics system utilizing ML-based anomaly detection on live transaction streams, integrated into their core banking platform under strict SOC2 controls.

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