Insights
Product, design, AI, and engineering perspectives from our team.

Mainframe and AS/400 Modernisation for Australian Enterprises
Australian organisations modernising mainframe and AS/400 systems generally choose between incremental decoupling and full replatforming. This guide explains both pathways and how to choose based on risk, coupling, and urgency.

From Spreadsheets to Data Infrastructure: A Migration Path
Many growing Australian companies still run finance and operations reporting on spreadsheets long after they've outgrown them. This guide covers the signs it's time to move, what a first data infrastructure build should include, and how to sequence the migration without disrupting month-end.

Moving Off Oracle or SQL Server Without a Rewrite
Moving off Oracle or SQL Server doesn't require a full application rewrite. This guide covers the migration patterns and sequencing that let you decouple the database swap from application changes.

AI-Augmented Test Automation for Legacy Modernisation
AI-augmented test automation uses machine learning to generate, maintain, and prioritise software tests — a genuine accelerant for legacy modernisation, but not a substitute for human judgment on test intent. This piece sets out where AI-generated tests are reliable, where human review stays essential, and how to structure a testing strategy around both.