Agile methodologies are becoming very popular in software development companies due to their flexibility, adaptability, and emphasis on collaboration. However, implementing agile methodologies in larger organizations—referred to as Agile Enterprises—presents unique challenges that must be carefully addressed. A lot of efforts have been made recently to implement Agile in Large enterprises. As a results methodology such as SAFe, LeSS and others have emerged. This study employs a bibliometric analysis to assess the status of research on Agile Enterprises. By analysing research papers from the Scopus database over the past five years, the study aims to identify trends, patterns, and gaps in the literature. Keywords used in the search criteria on the Scopus database to retrieve the data is “Agile Enterprise”. The findings reveal that the concept of Agile Enterprises is gaining momentum, with research focusing on areas such as project management, scaling, governance, and digital transformation. Despite this growing interest, there is a notable scarcity of empirical studies that evaluate the effectiveness of Agile Enterprise adoption and its impact on organizational performance. This lack of empirical evidence highlights a critical gap in the literature. Consequently, this study not only provides a comprehensive review of the current state of Agile Enterprise research but also underscores the need for more empirical studies. These future studies are essential to aid decision-making processes regarding Agile Enterprise adoption and to understand its broader implications. The paper highlights future research directions and stresses the need for empirical evidence to support theoretical frameworks and models. By addressing these gaps, future research can significantly contribute to the practical and theoretical understanding of Agile Enterprise implementation and its outcomes.