Notes that write themselves are handy—but they don’t cure information overload. Clinicians still scroll through dozens of encounters to recover context. In this post we unpack why “faster notes” isn’t enough, show how persistent, problem-oriented threads cut cognitive load, and share what we’re building at River Records to keep every detail—labs, meds, follow-ups—exactly where you need it, every time.