The rapid evolution of tax regulations in the United States, coupled with increasing digital transformation in financial compliance, necessitates the development of agile, scalable, and efficient tax technology solutions. Traditional tax management systems, often rigid and monolithic, struggle to adapt to dynamic regulatory changes, increasing enterprise demand for flexible, technology-driven approaches. This review explores Agile Tax Technology Development as a conceptual framework that integrates agile methodologies with advanced digital solutions to enhance efficiency, scalability, and compliance in enterprise tax management. Agile methodologies, such as Scrum, Kanban, and SAFe, provide iterative and adaptive software development models that allow tax technology teams to rapidly respond to regulatory updates and evolving business needs. The review examines key components of agile tax technology, including cloud-based infrastructure, API-driven architectures, automation, and artificial intelligence, which collectively enable real-time tax processing, predictive analytics, and seamless integration with financial systems. Additionally, it discusses the role of cross-functional collaboration among tax professionals, software developers, and regulatory experts to ensure compliance and continuous improvement. Scalability is a critical factor in enterprise tax solutions, requiring cloud computing, microservices architecture, and distributed ledger technologies to efficiently process vast amounts of tax data. This study highlights best practices in Agile Tax Technology Development by analyzing case studies from leading enterprises and government initiatives. Furthermore, it addresses challenges such as integrating agile frameworks into legacy tax systems, ensuring cybersecurity in financial data processing, and overcoming organizational resistance to agile adoption. Ultimately, this review provides a forward-looking perspective on the future of tax technology in the U.S., emphasizing the need for continuous innovation, automation, and agility in response to an increasingly complex regulatory landscape. The findings serve as a guideline for enterprises seeking to modernize their tax compliance strategies while maintaining operational efficiency and regulatory adherence. Keywords: Agile Tax Technology, U.S, Efficient Enterprise Conceptual Framework.
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