Insights
Product, design, AI, and engineering perspectives from our team.
Consumer Data Right: Architecting Open Banking APIs
Architecting for Australia's Consumer Data Right comes down to three decisions: accreditation pathway, standards-compliant API design, and consent as an auditable, revocable system of record. Here's how fintech engineering teams should sequence them.
ISO/IEC 42001 Certification: A Guide for Australian Firms
ISO/IEC 42001 is the first certifiable international standard for AI management systems. This guide explains what it requires, how it compares to Australia's Voluntary AI Safety Standard and the EU AI Act, and what to have in place before pursuing certification.
CDR and Open Banking APIs: A Guide for Fintech Teams
CDR is Australian legislation giving consumers the right to share their data via standardised, regulated APIs. This guide explains what that means architecturally for fintech engineering teams, from accreditation models to the API standards you need to build against.
Engineering Capacity Planning for AI Adoption
Engineering capacity planning for AI adoption means matching team size, skill mix, and engagement model to the real technical workload an AI initiative creates at each stage. This guide covers how to spot the gap early and choose between fractional, contract, pod, and permanent resourcing.
Multi-Tenant Architecture for AI-Powered B2B SaaS
Adding AI to a multi-tenant SaaS platform is an architecture problem, not just a model problem. Here's how to isolate tenant data, design per-tenant model context, and choose between shared and dedicated inference infrastructure.
Reducing SaaS and Vendor Sprawl as You Scale
As Australian scale-ups grow, SaaS tools and vendor contracts accumulate faster than governance can keep up. This guide covers how to audit, evaluate overlap, negotiate renewals, and cut integration and security overhead.
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.
Fractional Head of Data: Leadership Without a Full-Time Hire
Growing organisations often need senior data leadership before they can justify — or fill — a full-time hire. This guide covers what a fractional Head of Data does, when it makes more sense than a permanent hire, and how it complements existing engineering teams.