IoT is easy … they said
Chris Haugner

My company created the step tracking app Rove as well as the corporate wellness app Spire, and both track steps with things like challenges, milestones, and competitions. I can absolutely confirm all the issues you faced. Step data processing is way more difficult than it sounds, and combining and comparing step data across users and time zones while accounting for travel is a truly difficult problem to solve.