The comments are the most direct the White House has been on the shooting, which killed Srinivas Kuchibhotla, a 32-year old employee at GPS company Garmin, and left Alok Madasani, 32, and Ian Grillot, 24, in the hospital.
"As more facts come to light and it begins to look like this was an act of racially motivated hatred," said Sarah Sanders, a White House spokeswoman. "I want to reiterate the President condemns these or any other racially or religiously motivated attacks in the strongest terms. They have no place in our country."
The comments come as some have called for a more forceful response from President Donald Trump and his administration.
"I wouldn't be surprised if that was mentioned in the speech tonight," Sanders added.
Sanders said the President is "keeping the family of the victim who was senselessly killed in his thoughts and prayers and praying for the full and speedy recovery for those who were wounded."
Adam Purinton, 51, was charged with one count of premeditated first-degree murder and two counts of attempted premeditated first-degree murder for the shooting last Wednesday at Austins Bar and Grill in Olathe.
Purinton allegedly grew agitated with the two Indian men, before Grillot, a regular at the bar, approached the man and asked him to leave, according to CNN affiliate KMBC.
Purinton then allegedly left the bar before returning and opening fire, according to prosecutors. The Kansas City Star reports that one witness said the shooter yelled "Get out of my country" before shooting.
Purinton was arrested an hour later at an Applebee's restaurant 70 miles away in Clinton, Missouri. In 911 calls released by CNN affiliate KSHB
, an Applebee's bartender told police that a man had admitted to shooting two "Iranian" people in Olathe
and was looking for a place to hide.
The FBI is investigating to determine whether it was a hate crime.
CORRECTION: This story has been updated to reflect the timing of the shooting.