I recall from some other study, that while "idea" start-ups are basically a lottery, businesses which are working towards a product with apparent benefits, an apparent market, and an apparent R&D road-map actually have an impressively high success rate. Even if a bigger company beats you to the punch, you can ride on their coattails.