Most scams and cons all involve false pretense.
Being overcharged for work is not false pretense.
The Arlington County Police Department can investigate the crime if it occurs within the jurisdictional boundaries of Arlington County. If the crime occurred outside of Arlington County, you should contact that jurisdiction.