IRS Pub 535 mandates that businesses require their employees to provide an "adequate accounting" of their reimbursable expenses. Pub 463 goes further to require documentary evidence (i.e. receipt, canceled check, bill, etc.) if the expense is >= $75 (other than lodging). See
IRS Pub 463. Our bank requires receipts for all lodging expenses and all other expenses over $25.