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Hypertension can lead to poor quality of life, disability, and in some cases, death. Therefore, careful monitoring of blood pressure is critical. The purpose of this study was to improve the collection and utilization of blood pressure collection in a hypertension clinic. The study focused on integrating electronic systems to process incoming real-world data in out-of-office blood pressure measurements, specifically in cohorts with diabetes and hypertension. By implementing an interconnected application platform. This involved continuous monitoring of patients over twelve months and continuous monitoring by their physicians and the medical staff to provide real-time feedback. This helped patients to better control their blood pressure without making an increase in the change of medications. Our data shows that practitioners could accurately collect and process patients' blood pressure and pulse data during routine telehealth visits, enhancing the clinical management strategy. Our findings demonstrate that patients engaged in self-monitoring over one year improved their ability to accurately measure blood pressure with decreased variability in blood pressure results. In conclusion, we have proven by analyzing how often do patients monitor and its frequency and accuracy in performing data processing techniques that allow us to facilitate access to information that could be qualitatively analyzed, leading to better patient involvement in their treatment.