Harris County Precinct 4 constable deputies responded to the Regions Bank located at 28350 Northwest Freeway around 4:20 a.m. in reference to a theft.
Constable Mark Herman said surveillance video captured three suspects attempting to steal the ATM.
The suspects arrived at the scene in a possibly-stolen truck, Herman said.
Photos from the bank showed the ATM on its side with a large chain attached, pulled out into the parking lot.
Herman described the suspects as three Black men wearing all black and masks.
Anyone with information regarding the attempted theft is urged to contact Precinct 4 dispatch at 281-376-3472.