Worse, they act as data sinks, dumping raw, chaotic charts onto doctors. In a high-stakes, 15-minute medical consultation, physicians don't have the time to audit raw logs. They need high-yield, synthesized clinical signals, not noise. Pip bridges this gap by assuming "bad days are the default," capturing symptoms effortlessly, and compiling them into a clean, one-page summary sheet.