In the fifth annual Disruptor 50 list, CNBC features private companies in a range of industries — from biotech and machine learning to transportation and retail — whose innovations are changing the world. These forward-thinking starts-ups have identified unexploited niches in the marketplace that have the potential to become billion-dollar businesses, and they rushed to fill them.

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