Most trades get a fairly steady trickle of work with a seasonal bump. Roofing gets storms. A serious hail or wind event drops months of demand into about three days, and what happens in those three days decides a large part of your year.
During a surge, everything that is normally fine becomes the bottleneck. Your phone rings while you are on a roof. The voicemail box fills. Your office person is already on another call. And the homeowners are not waiting: they are calling down the list, and the out-of-town crews who followed the storm in have a call centre.
Then there is the second thing nobody outside roofing quite gets: insurance or cash is the most important question you can ask, and asking it early changes everything downstream. An insurance job needs an adjuster date, a claim number and photos. A cash job needs a number. Finding out which one you are dealing with on the phone, before the truck rolls, is worth more than any other single piece of qualification in the trade.
Automation is a good fit here for an unglamorous reason: it does not get tired on day two of a surge, and it asks the insurance question every single time.
