I build AI agents that replace manual workflows.
Years in the trenches of data, process automation and code. Now I help businesses move to the fast-moving AI present.
┌─ ask ko
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what's eating your team's time?
## what I build
- agentic AI Agents that monitor your systems, make decisions, and execute tasks — with you in the loop. → replaces: manual monitoring, copy-paste workflows, being the human middleware between your systems
- data readiness Your data is in 6 spreadsheets, 2 databases, and someone's email. I fix that — cleaning, pipelines, structure, so AI can actually use it. → replaces: spreadsheet hell, manual ETL, "I'll have those numbers for you by Friday"
- AI audit What can AI actually do for your org today? I audit your processes, identify automation wins, and give you actionable recommendations. → replaces: "we could use AI for this," trying to figure out which system and how
- internal tools Dashboards, admin interfaces, and bots that live inside Slack, Teams, or wherever your team already works. Built fast, iterated weekly. → replaces: alt-tabbing between systems that don't talk to each other, critical processes living in spreadsheets no one can audit, "can someone check this?"
I don't build: legacy BI dashboards, generic chatbot wrappers, or AI-as-buzzword slide decks.
This isn't a replacement for your AI subscriptions. Keep those. I build the stuff they haven't aimed their death star at yet.
## how it works
- Discovery call — scope the problem, go/no-go on the spot
- Paid prototype — working demo on real data in a week
- Production build — ship in 2-4 weeks, with weekly demos
Walk away at any phase. No lock-in. Based in Sydney.
Stop being the middleman between your systems.