This doc titled “Data Challenges in Manufacturing” presents a strategic overview of the key data-related issues impacting the manufacturing industry. It outlines five core challenges; data silos, data quality, real-time data processing, predictive maintenance, and scalability of data solutions. The document emphasizes how modern technologies like AI, Machine Learning, and Data Science can overcome these hurdles to improve operational efficiency and foster innovation. Backed by AQe Digital's solutions and expertise, the paper provides actionable insights for manufacturing enterprises aiming to leverage data as a strategic asset.