An organization like the CIA or FBI can have thousands of different databases, each with its own quirks: financial records, DNA samples, sound samples, video clips, maps, floor plans, human intelligence reports from all over the world. Gluing all that into a coherent whole can take years. Even if that system comes together, it will struggle to handle different types of data—sales records on a spreadsheet, say, plus video surveillance images. What Palantir (pronounced Pal-an-TEER) does, says Avivah Litan, an analyst at Gartner (IT), is “make it really easy to mine these big data sets.” The company’s software pulls off one of the great computer science feats of the era: It combs through all available databases, identifying related pieces of information, and puts everything together in one place.

When our full site launches in January, we’ll have a feature drawing connections between companies such as Palantir with intelligence agencies and private organizations.