Practice
Three pillars.
Most engagements draw on all three. AI features inside regulated businesses, integrations between systems that were never meant to talk to each other, or bespoke internal tooling that has to handle sensitive data correctly.
Automate
AI and language models
LLMs and intelligent automation, applied with restraint. Retrieval over guesswork, evaluation before claims, and self-hosted options when sovereignty is non-negotiable.
Implement
Integrations and bespoke software
The connective tissue and the operational tools your business depends on. Systems that age well, designed to fit the work rather than reshape it.
Protect
Privacy engineering and Australian compliance
Data minimisation, considered access boundaries, and practical experience with the Privacy Act, OAIC guidance, healthcare data handling, and financial services obligations.
