This is a portfolio demo. All transactions below are fake sample data, seeded on page load — nothing here touches a real bank account. It's showing the same interface I use privately with a script that pulls real transactions from SimpleFin Bridge and auto-categorizes them; that version runs locally on my own machine, never in a browser or on a public server.