Some big U.S. banks are starting to increase their lending to businesses as demand for loans rises and healthier banks seek to grab customers from weaker rivals.

After declining steadily for most of the past two years, the amount of commercial and industrial loans held by commercial banks inched upward during the past two months, according to the Federal Reserve.

Moody's...