Debunking 5 myths about AI in medical billing The mere mention of AI in a medical billing department can spark a mix of curiosity and apprehension. For practice managers and administrative staff, the term might conjure up fears of unmonitored financial errors or the replacement of human knowledge. The reality of modern healthcare technology is much more collaborative.