A lot of AI is presented as if the model itself is the product. In reality, the value often comes from the underlying data, how it is prepared, and how effectively the system retrieves the right information at the right time. That’s what I’ve been building with a

Most small businesses already have the data they need to spot financial problems early. The issue is that nobody has time to constantly review invoices, suppliers, and payment patterns looking for anomalies. So I built a small experiment. An AI agent that connects to Xero and monitors invoice activity, highlighting