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This study aims to analyze the causes of data duplication in companies, its impact on operational efficiency, and the solutions that can be implemented to prevent and address it. Using a qualitative method with a library research approach, this study examines various literature related to data management. The findings indicate that data duplication is caused by a lack of standardization, input errors, and weak integration systems. The recommended solutions include the implementation of database management technology, regular data audits, and strict data governance policies. With the right strategies, companies can enhance efficiency and ensure data accuracy in business decision-making.  

The purpose of this study is to describe the results of an analysis of the influence of organizational culture and work environment on organizational commitment through satisfaction. The research method uses a quantitative approach, with sampling or data sources using the Slovin formula with an error rate of 10% as a processing tool to measure sample size because it is known that the population is more than 100 respondents. Instrument test using validity test and reliability test. While testing the hypothesis using the R square test, path analysis test, model fit test. The results of research on PT Solusindo Kreasi Jayatech employees using the SmartPLS 3 calculator and with quantitative research methods, it can be seen that organizational culture has no positive and significant effect on organizational warnings, organizational culture has a positive and significant effect on job satisfaction, work environment has a positive and significant effect on job satisfaction, the work environment has a positive and significant effect on organizational commitment, and job satisfaction has a positive and significant effect on organizational commitment.