ARULE stands at the forefront of predictive analytics, offering a versatile kernel that delivers prognostic estimates like Remaining Useful Life (RUL), State-of-Health (SoH), and Prognostic Horizon (PH) for systems. Utilizing condition-based data alongside advanced prediction techniques, ARULE enables early intervention by providing accurate RUL and SoH assessments based on real-time data. This essential tool helps industries significantly reduce maintenance costs, avoid unexpected downtime, and enhance system reliability.