Why operators build better AI platforms than engineers who only studied the problem

Most software for operators is built by people who have never run an operation. After 17 years operating Bakers Delight franchises and now three food businesses in NSW, I build the platforms I wish I had.

The operator advantage

When you have lived the margins, the rosters, and the 5am starts, you build different defaults. You know which numbers matter and which dashboards are vanity.

How it shows up in the work

FranchiseInsights scores brands across five dimensions a buyer actually cares about. SpeciesRadar runs 23 cron jobs because conservation data goes stale fast. Every decision traces back to having been the user.