Wiktionary
one man and a dog
phr. (context British English) a small startup company, usually in a computer or technological field.
Usage examples of "one man and a dog".
Is it called a feat of desperate daring when one man and a dog cross the Atlantic in a boat the size of a long-boat, and indeed it is.