Yes, if you pick an idea that people definitely need, and you execute well, you'll make money. It's riskier if you try to make something completely new (like Color) - if you just need money, then pick something that's a clear win.

One example is Offline City Maps. I think almost anyone can go download the Route-Me mapping library, download OSM data, and make an offline city maps app that makes a few thousand a month.