EhkoLabs is a solo consultancy. I combine hands-on technical execution—Python, system architecture, AI integration—with deep domain experience in law enforcement, legal operations, and emergency coordination. I build the systems myself, not just advise on them.
I've worked across top-tier firms, high-risk environments, and delivered IT projects in law enforcement. Workflow design in the legal sector—process automation for document handling and case management. Emergency coordination in high-pressure settings.
The common thread: high-stakes environments where systems need to be robust, auditable, and actually useful to the people operating them. Not impressive demos—working tools.
I help businesses implement AI workflows that deliver measurable ROI. That means honest assessment of where AI actually helps versus where it's hype, and building systems that integrate cleanly with existing operations.
The ReCog Engine grew out of this work—enterprise text analysis that turns unstructured documents into actionable intelligence. EhkoForge is a parallel project: personal knowledge management with long-term durability as a design principle.
Every project starts with clear success criteria. If we can't measure improvement, we can't justify the investment.
Multi-LLM integration. No dependency on single vendors. Switch providers without rebuilding.
Your data stays under your control. Local deployment options. Export-first architecture.
AI that augments human judgment, not replaces it. Audit trails. Explainable decisions.
Based in Melbourne, Australia. Remote-first, but available for on-site work in the Melbourne area when needed.
Available for consulting, custom implementations, and collaboration
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