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The name says "Labs" but it's just me, Brent. I build AI integration systems for enterprise clients who need someone who can both architect the solution and write the code. Ten years across law enforcement, legal operations, and emergency coordination means I understand high-accountability environments where systems can't just be impressive—they have to work under pressure.

Background

Victoria Police for a decade—Acting Senior Sergeant, emergency coordination, IT project delivery. Victorian Government Solicitor's Office designing workflows for legal document processing. Austin Health managing emergency preparedness systems. Contract work training frontier AI models on police supervision scenarios.

The through-line: environments where failure has real consequences. Systems need to be auditable, reliable under stress, and actually useful to the people who depend on them. Not proof-of-concepts. Working tools.

What I Do Now

I help organisations implement AI workflows that actually deliver ROI. That means honest assessment of where AI adds value versus where it's just hype, building systems that integrate with existing operations, and direct accountability when things need fixing.

The ReCog Engine is my enterprise product—text analysis that extracts insights from unstructured documents at scale. EhkoForge is the personal project that became a framework for long-term knowledge preservation. Both reflect the same principle: systems should be built to last and maintain their value over time.

Technical Approach

Measurable Outcomes

Every project starts with clear success criteria. If we can't measure improvement, we can't justify the investment.

Provider-Agnostic

Multi-LLM integration. No dependency on single vendors. Switch providers without rebuilding.

Data Sovereignty

Your data stays under your control. Local deployment options. Export-first architecture.

Practical Ethics

AI that augments human judgment, not replaces it. Audit trails. Explainable decisions.

Location

Based in Melbourne, Australia. Remote-first, but available for on-site work in the Melbourne area when needed.

Work With Me

Direct access, personal accountability, technical execution

Get in Touch