These numbers, drawn from peer-reviewed research and AMA surveys, paint a stark picture: the American healthcare system is drowning in paperwork, and patients are paying the price.
A landmark study reported by the AHA found that physicians spend nearly twice as much time on EHR and desk work as they do with patients. For every hour of direct clinical care, doctors spend nearly two hours on documentation. And it doesn’t stop at the office — physicians report spending an additional one to two hours each night on data entry.
In a survey of internal medicine residents, two-thirds reported spending more than 4 hours daily on documentation, while only one-third spent that amount of time with patients.
The consequences are real. Research published in PMC found that 92% of residents reported documentation obligations are excessive, and 73% reported that these requirements led to compromises in patient care.
While electronic health records get most of the blame, a huge chunk of administrative time goes to forms — insurance pre-authorizations, referral paperwork, disability assessments, compliance documentation, and intake questionnaires. These are typically PDFs that need to be filled out by hand or painstakingly typed into, often with the same patient data entered over and over again.
A single patient encounter can generate dozens of form fields across multiple documents. Multiply that by 20+ patients a day, and you begin to see why burnout rates among physicians have reached crisis levels.
Imagine if a physician could hand a stack of blank forms to an AI agent and get them back filled accurately in seconds — with the right patient data in the right fields, every time. That’s not a hypothetical. That’s what F-Cubed does.
By automating PDF form completion, we’re not just saving time. We’re giving doctors back the thing they went to medical school for: taking care of patients.
Even reclaiming 30 minutes per day per physician translates to thousands of additional patient-facing hours per practice per year. Better documentation accuracy means fewer claim denials, fewer callbacks, and fewer errors that put patients at risk.
Healthcare’s paperwork problem isn’t going to solve itself. But purpose-built automation — tools that understand the structure of medical forms and can fill them intelligently — can make a massive difference. The technology exists. It’s time to use it.