I think that even without revolutionizing stagnated practises in the US, some points are in favor of indoor farming. Also, indoor farming might never be able to reach the same levels of food overproduction there is today using open fields etc., but I think there are other considerations which make indoor farming desireable.
Firstly, geography: there are places with somewhat long periods of darkness and/or cold, where agriculture is feasible only during the relatively short, but often intense, summer season. For example mid-to-northern parts of the Nordics. Indoor farming can deliver throughout the year.
Secondly, logistics/sustainability/locality: it's more sustainable to farm locally than to transport something from the other end of the world, or even from the other side of the country. I've seen onions from New Zealand in the shops here in the Nordics and it's probably normal but I thought it was downright weird.
Thirdly, organic farming: by being able to control the growth environment, the amount of pesticides and insecticides should be greatly reduced, maybe even down to nothing.
Fourthly, the known-unknown future: an ongoing major change in climate will likely make some of the nowadays arable land non-arable. For example rising sea levels threaten rice production in low areas of Asia, and so on. Dr. Gwynne Dyer spoke (in "Geopolitics in a Hotter World") of a rule of thumb where one degree (Celsius) rise in average global temperatures loses 10% of global food production. If we expect over 3 degrees then one third of global food production will be gone. Maybe that's OK if the world becomes better in logistics, but I think the key is to grow locally and indoor farming is possible basically anywhere.