Sweetspot's founders identified an opportunity to automate the process of monitoring government contracts after observing a friend whose job involved refreshing a webpage for relevant bids, as there's a growing demand for AI platforms that streamline government contracting and procurement processes, providing advice on optimizing bids and increasing success rates.