Firefighters spent early hours tackling blaze.
Unit 11 on Brunel Industrial Estate, Cwmavon was gutted in the incident.
The alarm was raised at around midnight last night.
Power was cut to more than 30 properties for several hours following request by fire service.
Four pumps and a specialist appliance attended the scene leaving just before 5am.