Advertisers, insurance companies, national security agencies, and political advisers have already learned to tap into big data, sometimes to our chagrin; so, too, have countless scientists and researchers, thereby accelerating progress on new discoveries. But the global development community has been slower to benefit – not least because too much development data are still being collected using cumbersome approaches that lag behind today’s technological capabilities.