A healthcare client frequently ran out of beds due to unpredictable patient flow. Administrators lacked a data driven method to forecast demand and allocate resources efficiently.
Our team carefully analyzed the situation and used R’s forecast and tsibble packages to build a time series model that predicted ICU occupancy. Visualizations helped staff understand peak times and seasonal trends.
ICU bed shortages dropped by 30 percent, scheduling improved, and emergency cases were handled more smoothly. The hospital gained a reliable forecasting tool for future planning.
A healthcare client frequently ran out of beds due to unpredictable patient flow. Administrators lacked a data driven method to forecast demand and allocate resources efficiently.
Our team carefully analyzed the situation and used R’s forecast and tsibble packages to build a time series model that predicted ICU occupancy. Visualizations helped staff understand peak times and seasonal trends.
ICU bed shortages dropped by 30 percent, scheduling improved, and emergency cases were handled more smoothly. The hospital gained a reliable forecasting tool for future planning.
Headquartered in New Jersey, Rang Technologies has dedicated over a decade delivering innovative solutions and best talent to help businesses get the most out of the latest technologies in their digital transformation journey. Rang Technologies has grown to become a global leader in Analytics, Data Science, Artificial Intelligence, Machine Learning, Salesforce CRM, Cloud, DevOps, Internet of Things (IoT), Cybersecurity, IT Consulting and Staffing, and Corporate Training. Our clients, which include Fortune 500 to Start-up companies, come from a wide array of industries, including pharmaceuticals, healthcare, retail, technology, BFSI, media, automobile, manufacturing, and several others. Our clients know they can rely on Rang Technologies to deliver customized and comprehensive digital solutions and talent to complement their business and technical objectives.
