Single-Point Incremental Forming (SPIF) has gained significant attention in recent years due to its flexible and cost-effective method. The automobile industry, being a major consumer of sheet metal parts, stands to benefit from the SPIF process. This paper explores the scope of SPIF in the automobile industry, highlighting its potential to produce complex geometries, reduce tooling costs, and increase design flexibility. The study discusses the current status of SPIF technology in the automobile industry and the benefits it offers, including reduced lead times, improved part accuracy, and increased material utilization. Asymmetric SPIF expands achievable geometries, and critical factors influencing formability include material thickness, yield strength, and strain hardening exponent. The article also examines sheet-punch incremental forming (SPIF) for high precision, using analytical models to enhance accuracy and formability-failure diagrams to predict material limits. SPIF’s application in forming polymer sheet parts is discussed, along with the challenges and solutions associated with these materials. The paper also identifies challenges and limitations associated with SPIF in the automobile industry and proposes future research directions to overcome these challenges. Finally, this study demonstrates the significant potential of SPIF to transform metal-forming practices in the automobile industry, empowering the production of complex, customized, and sustainable components.