The blaze broke out shortly after 2 a.m. at AmeriPride Uniform Services on Wilbur Way.
The company supplies towels and uniforms to other industries.
When fire crews arrived, three large bins of towels were on fire.
Firefighters said the blaze may have been caused by a mechanical problem. No injuries were reported.