I build AI agents for people who don't write code, then work out whether they actually did anything.
Product manager at TikTok LIVE, in Sydney. Ten years of campaign products across telecom, finance, e‑commerce and now live streaming: the industries kept changing, the job didn't. More about me.
Writing
Three stages of an AI product
Copilot
You ask, it helps. The work still lives with you.
→
Workflow-embedded
Runs inside the work. The answer shows up where the decision is made.
My three products are here
→
AI-native
Exists only because of AI. Take the model out and nothing is left.
Where I'm headed
The test between stages: take the AI out. If a product still stands, it isn't native yet. More in the talk.
Work
- No Magic, Only Method Three AI products I shipped, and the ownership ladder underneath them. The whole talk, in the browser.
- Trend Intelligence Engine Reads about seventy sources and publishes three things worth knowing, each bound to a quoted source.
- DailyWork The agent skills I run in a real work week, including the blind A/B protocol I use to check whether a change did anything.