Mike,
What is required to set things off is a trigger. This could be a surface trough, an upper trough, low level convergence or whatever. Sometimes one or more of these ingredients occur simultaneously. A buildup of moisture and so forth is only one of the requirements for storm initiation.
Regards,
Jimmy Deguara