Automated reporting, agentic workflows and internal tools that replace the manual process instead of documenting it.
Products and systems I've designed and built end to end — most of them running in the real world right now.
Most work I take on falls into one of these. All of it ends with you owning the system, not renting it.
Board packs, dashboards and variance reports that rebuild themselves from source data on a schedule — no one exporting spreadsheets at 11pm.
Agents and LLM workflows embedded inside the tools your team already uses — doing real work, with a human confirming anything that matters.
Internal apps and Excel add-ins shaped to how your team actually operates, rather than forcing the team to reshape around the software.
No retainer you can't leave and no black box. When it's done, it's yours — code, docs and all.
A short look at how the work actually happens today — where the hours go, which step everyone dreads, and what's genuinely worth automating versus what just looks inefficient.
You see working software early and often, not a status report. Scope stays tight and gets adjusted as we learn what the system actually needs to do.
Documented, deployed and owned by you. I'd rather build something your team can run without me than sell a dependency.
Finance and medical science at Sydney, building BI and AI automation professionally alongside it.
Tell me what your team is doing by hand. If I can build it, I'll tell you how — and if I can't, I'll tell you that too.