This paper aims to explore the impact of maintaining an attendance system, CSR, entrepreneurial intention, and machine learning behavior on psychological improvement and employee productivity. The paper utilizes both primary and secondary research to explore the relationship between the variables under consideration. The findings show that CSR has a positive impact on the performance of an employee. The machine learning behavior allows employees to select the right career paths that result in high performance, satisfaction, and productivity. In addition, entrepreneurial intentions improve the productivity of employees within an organization as they desire to create new core values. The attendance management system also positively influences employee productivity as it improves the physiological presence of employees.