This article explores the profound impact of integrating data analytics and artificial intelligence into CNC lathe turning. It discusses how these technologies enhance precision, productivity, and cost efficiency by enabling real-time process optimization, predictive maintenance, and adaptive machining. The article also covers implementation challenges and future trends, providing a comprehensive guide for manufacturers seeking superior results in CNC lathe turning.