Arute Solutions, which was established in 2009 and determined its focus as Data Science, Operations Research, Optimization, Machine Learning, Artificial Intelligence, Data Analytics, Business Intelligence and Software Development since its foundation, has delivered successful projects. Arute Solutions products mainly consist of software solutions that address the banking and finance sectors. With the software we develop, it is necessary to find out how much cash should be kept in ATMs and branches of banks, where bank branch or ATM positioning will be more efficient, how cash distribution plans in the field can be made in less cost and in short time, resource planning in bank branches will be carried out more efficiently.