The evolution of blood pressure monitoring is entering a new era—one where cuffs may no longer be required. Cuffless blood pressure devices, powered by optical sensors, photoplethysmography (PPG), and artificial intelligence, promise continuous, comfortable, and non-invasive monitoring. Yet these innovations bring steep challenges, especially when it comes to validating accuracy for clinical and regulatory approval. At Parameters Research Laboratory (PRL), we specialize in