The Department of Homeland Security has even set up a data-swapping mechanism that gives hundreds of private companies access to the government’s digital findings.

But corporations are frustrated that it’s not working well enough. The infrastructure is still developing; the massive haystack of data doesn’t yield needles easily, or quickly — a crucial problem in a fast-changing threat environment. And a secrecy-minded Washington bureaucracy is hesitant to share important clues.