The revenue cycle team matches payer remittances to billed claims by hand, and nobody can say, payer by payer, how much of what was billed was paid, adjusted, denied or is still open.
Clinical operations rebuilds enrollment and site performance in a spreadsheet each month, and nobody can say who was left out of the enrolled count or why a site looks slow.