The 20-year-old sustained the knee injury in the 3-0 Carling Cup loss to MK Dons on Tuesday.
“It looks like he’ll be out for a couple of months,” boss Paul Lambert told BBC Radio.
“It’s disappointing, he’s hurt his knee, we just need to give him the time to get back.”
Ayala joined Norwich from Liverpool just 10 days ago.