Published Paper Details:

In the current dynamic and competitive economic climate, Maharashtra's manufacturing companies are under growing pressure to improve employee performance and operational effectiveness. Accurate insights for strategic decision-making and staff development have proven to be limited by traditional performance appraisal systems, which are frequently subjective and time-consuming. This study investigates the potential of Human Resource (HR) Analytics as a game-changing instrument for improving performance evaluation procedures in Maharashtra's manufacturing industry. In order to more objectively assess employee performance, spot productivity trends, and match personal aspirations with corporate goals, HR Analytics uses data-driven methodologies to combine quantitative measurements and qualitative insights. This study looks at how using HR analytics improves appraisal systems' dependability, equity, and transparency while lowering bias and fostering on going performance improvement. The study highlights important analytical measures, technical enablers, and implementation problems using a mixed-methods approach that includes surveys with HR professionals, interviews with plant managers, and case analysis of particular manufacturing units. Results show that HR analytics enhances strategic workforce planning, increases employee engagement, and supports operational excellence in addition to increasing the accuracy of performance reviews. The report ends with useful suggestions for manufacturing companies looking to include HR Analytics into their performance management systems, stressing the significance of data infrastructure, analytics proficiency, and leadership dedication