Our work

Platforms we've architected and delivered

A selection of the systems our team has built across AI, healthcare, fintech, logistics, hospitality, and more.

Consumer / Social

AI-Powered Connection Platform

A matchmaking platform built with AI at its core, spanning mobile and web.

What we built

A full-stack product where AI drives the core experience: a Claude-powered assistant that generates user bios in parallel variants under strict no-fabrication rules; Whisper-based audio transcription feeding a moderation pipeline; and pgvector semantic matching with a pluggable scoring interface designed to graduate from rule-based ranking to a trained ML model. Supporting infrastructure includes async job queues, real-time messaging, push notifications, and multi-provider payments with secure webhook validation.

Key capabilities

AI bio generationAudio transcription & moderationSemantic matchingReal-time chatSecure multi-provider payments

Technologies: Including React Native, Next.js, NestJS, FastAPI, PostgreSQL with pgvector, Anthropic Claude, OpenAI Whisper, and Stripe, plus other technologies suited to the product.

Outcome: An AI-native product where intelligent matching, content generation, and audio analysis are central to the experience, not bolted on.

Data / Business Intelligence

AI-Driven Analytics Platform

An end-to-end platform that applies AI to business data, from ingestion to insight.

What we built

A data pipeline that extracts and transforms raw data, an analytics engine that computes the metrics, and a visualization layer that presents clear, actionable insight, with AI applied to surface patterns and drive analysis.

Key capabilities

Data ingestion & ETLAnalytics computation engineAI-driven analysisDashboards & visualization

Technologies: Including modern data-pipeline tooling, big-data processing, and BI/visualization platforms, plus other technologies suited to the data and scale.

Outcome: Raw, scattered data converted into decisions through a single AI-powered analytics workflow.

Enterprise / Automation

Intelligent Document Automation Platform

An AI and workflow-driven platform that turns inbound emails and documents into structured, actionable data.

What we built

A system where inbound emails and their attachments (referrals, purchase orders, service and sales requests) are auto-categorized and parsed by AI, then surfaced to users for quick review and submission to the right module, running on a custom workflow engine with retrieval-augmented AI and human review where it matters.

Key capabilities

AI document categorization & extractionRetrieval-augmented processingHuman-in-the-loop reviewWorkflow engine & routingSystem integration

Technologies: Including Python, LLMs with RAG (LangGraph), message queues, and PostgreSQL, plus other technologies suited to document-heavy operations.

Outcome: Manual data entry reduced by about 70 percent through end-to-end AI document automation.

Healthcare / Insurance

Medical Insurance Analytics at Scale

A high-volume analytics platform processing massive medical-insurance datasets for a US enterprise client.

What we built

Architecture owned end to end, with an analytics calculation engine at its core. Critical microservices were scaled to meet extreme processing demand while keeping the system reliable, and big-data handling kept performance stable under load.

Key capabilities

High-volume data processingAnalytics calculation engineEnterprise-scale reliability

Technologies: Including .NET Core microservices, Kubernetes, message queues, big-data warehousing, and cloud databases, plus supporting enterprise tooling.

Outcome: Microservices scaled to 200+ instances in production, with stable performance for a demanding enterprise client.

Healthcare / Life Sciences

Laboratory System Modernization

A legacy laboratory information system rebuilt for the modern era for a US client.

What we built

A re-architecture of a dated platform into a modern microservices stack covering order management, sample collection, test management, instrument integration, and results/reporting, including the system's most complex component, the reporting module, delivered with full functional parity.

Key capabilities

Order & sample managementTest managementInstrument integrationResults & reporting

Technologies: Including .NET Core microservices, Kubernetes, event streaming, an API gateway, and a modern web front-end, plus other technologies suited to the platform.

Outcome: A modern, maintainable system that matched the legacy platform feature-for-feature.

Fintech / Capital Markets

Capital Markets Trading Platform

A trading platform serving both buy-side and sell-side capital-markets clients.

What we built

Modules for order execution (EMS), operations (OMS), and a booking monitor, plus a web portfolio-accounts module for placing orders, managing accounts, and analyzing positions. Order routing uses the FIX protocol and a market-data service consumes Bloomberg feeds.

Key capabilities

Order execution (EMS)Operations (OMS)Booking monitorPortfolio accountsFIX routing & Bloomberg market data

Technologies: Including .NET/C#, microservices, a modern web front-end, FIX, and cloud services, plus other technologies suited to capital-markets workloads.

Outcome: A mission-critical trading system delivered for a US capital-markets client.

Hospitality / Enterprise

Hospitality ERP & Operations Suite

End-to-end ERP and custom applications for a large UAE government hospitality enterprise.

What we built

A unified operations platform spanning reservation, kitchen, transport, security, facility management, and QA, across desktop, web, and mobile, integrated with an enterprise procurement and approvals system, including document routing, top-management approvals, and reconciliation tools.

Key capabilities

ERP integrationDepartmental operations appsProcurement & approvals workflowCross-device (desktop, web, mobile) delivery

Technologies: Including enterprise ERP integration, .NET/C#, web and mobile front-ends, and SQL Server, plus other technologies suited to the operation.

Outcome: A single, integrated operations platform across more than ten departments.

Fintech / Asset Finance & Leasing

Asset Finance & Leasing Platform

Core modules for one of the world's leading asset finance and leasing platforms.

What we built

Core modules of an enterprise asset finance suite, including a Contract Management System and a Wholesale Finance System, supporting the full lease and loan lifecycle for banks and finance companies.

Key capabilities

Contract managementWholesale financeLease & loan lifecycleEnterprise-scale processing

Technologies: Including C#/.NET, WPF, WCF, and SQL Server, plus other technologies suited to enterprise finance workloads.

Outcome: Production modules delivered for a global asset finance platform used by major banks and lenders.