Case studies

Proof, with numbers.

Six recent projects across logistics, healthcare, retail, manufacturing, finance and legal. Client names are shown with permission; some details are generalised under NDA.

AI dispatch engine for a 400-truck regional carrier — dashboard preview
Logistics

AI dispatch engine for a 400-truck regional carrier

Replaced spreadsheet dispatching with an ML-ranked assignment engine and driver mobile app. Integrated with the existing TMS instead of replacing it.

PythonReactFlutterAzure
38%more loads per dispatcher
11 wksto first production release
HIPAA-ready telehealth app for a home-care network — dashboard preview
Healthcare

HIPAA-ready telehealth app for a home-care network

iOS/Android app for visit scheduling, secure video, e-signatures and offline visit notes syncing to the EHR.

SwiftKotlin.NETFHIR
4.8★App Store rating
52%less admin time per visit
Demand forecasting for a 120-store chain — dashboard preview
Retail

Demand forecasting for a 120-store chain

Weekly SKU-level forecasts with explainable drivers, feeding replenishment. Ran shadow-mode for 8 weeks before the buyers trusted it — then they stopped overriding it.

PythonSnowflakePower BI
-23%stock-outs
$2.1Mworking capital freed
Shop-floor IoT and predictive maintenance — dashboard preview
Manufacturing

Shop-floor IoT and predictive maintenance

Sensors on 60 CNC machines, edge gateways, a real-time dashboard and anomaly alerts. Built by engineers who have actually run a machine shop.

Node.jsMQTTTimescaleDBReact
31%less unplanned downtime
6 mopayback
VB6 → .NET/React modernization for a lending platform — dashboard preview
Finance

VB6 → .NET/React modernization for a lending platform

Strangler-pattern migration of a 19-year-old loan origination system with zero downtime and full audit history preserved.

.NET 8ReactSQL ServerAzure
0hours of downtime
faster release cycle
Contract intelligence copilot for a mid-size firm — dashboard preview
Legal

Contract intelligence copilot for a mid-size firm

RAG over 200k documents with clause extraction, redline suggestions and citations back to source — reviewed by lawyers, not replaced.

ClaudeLangGraphpgvectorNext.js
70%faster first-pass review
99.2%citation accuracy in eval
Pattern

What these projects have in common.

We integrated, not replaced

Five of six kept the client's core system and added value around it — the fastest path to ROI and the lowest risk.

First release inside 14 weeks

Every project shipped something real to users within a quarter, then iterated on measured feedback.

A number the CFO cares about

We agree the business metric before discovery ends, and we report on it after launch — not just on story points.

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