When Layla Shaikley began brainstorming with three classmates, it was to fulfill an assignment in a class on entrepreneurship at MIT. The professor had challenged them to devise a technology that could change a billion lives. Focused on developing countries, the foursome looked at how to use data from volatile zones to draw conclusions about crime and personal safety.

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