Introduction: The Role of Northumbrian Water Northumbrian Water, serving over 2.7 million customers in the North East of England, plays a critical role in managing water resources and ensuring the delivery of clean water and wastewater services. Given the ongoing challenges of climate change, population growth, and the need for sustainable practices, understanding the operations