Is is that the company thought it was solving something that turned out not to be a problem (or a compelling-enough problem worth solving), or that it was build

Is is that the company thought it was solving something that turned out not to be a problem (or a compelling-enough problem worth solving), or that it was building a solution without knowing or caring to know what problem it solved?