We have all experienced "pocket dialing". Yesterday was my first (and hopefully only) case of "pocket pay". Returning from a trip into Toronto, I paid with my Presto card and boarded the subway only to find out that due to a medical incident, shuttle buses were providing service between Bloor and Eglinton.
Flo has to balance protecting against water damage and irritating homeowners by turning off the water while someone is having a long shower. It does learn about 'normal' water flows over time, but 'normal' may still be 20-30 gallons.
The Flo monitor communicates constantly with the Flo cloud servers so that water flows are tracked and categorised. When a Flo leak detector is triggered, the Flo cloud will generate an alert that triggers the Flo to shut off the water immediately. Similarly, unexpected high water usage will trigger a warning that the water will be shut off in five minutes.