Williams signed a contract with Indianapolis on Tuesday, Mike Chappell of Fox 59 News Indianapolis reports.
Williams signed with the Chiefs after going undrafted out of Washington State in April, only to be released by the team in mid-June. The young running back will now have a chance to prove himself with the Colts in the second half of the preseason.