Just throwing out a guess, but the fact that Qualcomm is putting money in makes me think of the Tricorder chip they were funding not too long ago.

Fitbit would be in the perfect position to create a product and market a device that uses it.

Edit: Apparently the competition ends 8/30 - http://www.qualcommtricorderxprize.org/