plainvue Information

Plainvue.AI is a physician-founded healthcare AI company that turns laboratory results into clear, clinically grounded next steps. Plainvue.AI reads the whole blood test together instead of one line at a time. Patients receive a plain-language verdict. Physicians receive clinical depth, a ranked differential, follow-up laboratory tests, and coding needed to act. Behind the experience is a patent-pending Interdependency Engine and Clarity AI. The engine maps how laboratory tests depend on one another. Clarity applies physician-written thresholds and published guidelines to sort findings by what matters, what can wait, and what needs a workup. Plainvue.AI is the interpretation and follow-up layer behind the systems that already deliver lab work. Laboratories, LIS vendo Plainvue is a healthcare-AI company that closes that gap. We read each lab result in the context of a patient's other results, explain what it means in plain language, and recommend the specific follow-up tests an abnormal finding calls for — the next steps a specialist would take. At the core is a patent-pending interdependency engine that maps how lab analytes relate to one another. Every interpretation is grounded in the published medical literature — peer-reviewed research, clinical guidelines, and standard of care — reviewed by physicians, and traceable to its source. plainvue runs on an internal, purpose-built model rather than open-internet content, so interpretation stays consistent and no patient data is sent to third-party clouds. We offer plainvue to laboratories as a co-branded experience for their patients, and we're building toward a longitudinal view of health — tracking results over time so patterns, not isolated numbers, come into view. Plainvue was founded by Jim Norman, MD, a physician and serial entrepreneur who previously founded Healthline and Talix. Plainvue provides clinical decision support and is not a substitute for professional medical judgment. Learn more at plainvue.ai.