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CASE STUDIES

Case studies

A selection of web, mobile and AI projects we have delivered. Client names are anonymised under NDA.

AIHealthcare & pharma· Japanese client

Systematic review with OCR + AI Screening + LLM

OCR for source documents, AI first-pass screening and LLM data extraction, combined to speed up systematic reviews.

-50%
Processing time
OCRAI ScreeningLLM
AIManufacturing· Japanese client

Setup planning optimisation for special-order products

Mathematical optimisation generates setup plans by plant, line and day, targeting 100% sales-plan fulfilment three days before shipment while cutting east-west transport costs.

100%
Sales-plan fulfilment target
PythonOR-ToolsCP-SATCPLEX
AIIT & SaaS· Japanese client

Internal knowledge chatbot (RAG)

Unified internal docs in a vector DB and built an LLM Q&A chatbot, available inside Teams and Slack.

-25%
First-line workload
OpenAIAzurePythonVector DB
AIManufacturing· Japanese client

AI visual inspection for a production line

Real-time AI analysis of line-camera footage to detect visual defects, retrofitted without stopping the line.

-70%
Inspection labour
PythonOpenCVPyTorchEdge AI
Web systemManufacturing· Japanese client

B2B order management system for a manufacturer

Moved the quote-to-delivery flow from paper and Excel onto one unified web system.

-30%
Input hours
Next.jsTypeScriptPostgreSQLAWS
AIConsulting & professional services· Japanese client

Automated report summarisation & translation

Automatic key-point summaries in Japanese and English for long reports, with an approval step before they reach leadership.

-50%
Prep time
OpenAI GPT-4PythonFastAPINext.js
Mobile appRetail & distribution· Japanese client

Inventory management mobile app for retail stores

A barcode-scanning app that syncs stock between stores and headquarters in real time.

-40%
Stocktake time
React NativeExpoNode.jsREST API

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