INSIGHTS
Technical notes and guides
Field notes on automation, data architecture and enterprise software.

Multi-Source E-Commerce and Marketplace Price Tracking: Scraping and Buybox Automation
A distributed scraping and algorithmic repricing architecture that defends the Buybox on marketplaces while protecting a minimum margin.

ERP & Statutory Accounting API Integration: Stock, Delivery Notes and e-Invoicing
The two-way data architecture that synchronises warehouse movements, weighbridge readings and purchase delivery notes with ERP and statutory accounting systems in real time.

From Spreadsheets to Enterprise Systems: A Migration Guide
A roadmap for moving a spreadsheet-run operation onto a scalable system: the warning signs, a five-step migration, and where spreadsheets rightly stay.

The First Step in Data Automation: Making the Process Visible
Mapping the existing process before automating it is the most critical stage of any project. The three layers to map and the comparison that shows why planning wins.