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ABSTRACT State Senior High School 2 Siak Kecil is a senior high school located in Bengkalis Regency, Riau Province. The academic assessment process at this school still relies on manual methods, where subject teachers record students' grades in notebooks. This process is time-consuming, prone to human error, and inefficient in final grade recapitulation and report card preparation. Therefore, …