Companies can then install the software that watches the apps in their own data http://washpost.bloomberg.com/Story?docId=1376-ODRGA46K50XT01-04149CJLC8322D002LSOBBTLG1 center, or they can hire Illumio's cloud service to watch the apps for them. And then the security follows the app wherever it goes, even if an app moves from one server to another, or from the data center to a cloud computing service. Founded: 2014 Valuation: $1.1 billion Former Groupon founder Brad Keywell started the secretive Chicago-based data analytics startup in 2014.Already it's working with Caterpillar to be the analytics backbone of heavy industries like manufacturing, construction, rail, and more. Its sensors and data analysis should be able to help companies predict revenue and save money, according to Forbes . Flatiron Health Founded:2012 Valuation:$1.1 billion Flatiron Health is a software company thatorganizes the worlds oncology informationand makes it accessible for doctors, patients, and researchers. In January 2016 , Roche, one of the world's leading pharmaceutical companies, made a $175 million investment in the company, which valued the company at $1.1 billion.

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