Craft brewers are making a big bet on their small-label beers.

As sales of specialty craft beers increasingly encroach on established U.S. brands, dozens of regional brewers are pouring millions of dollars into new brew kettles, fermenting tanks and bottling lines, while others are buying land and erecting facilities to meet growing demand.

Two...