I pointed out in the spring of 2020, and several times since then, that smartphone based Covid-19 tracking apps were essentially worthless and applying tech in a way that would not work well. But what do I know? I’m an idiot.

Source: Ottawa spent nearly $20 million on COVID-19 tracking app — with inconclusive results