Enterprise Operating Cash Flow Ranking Using Data Envelopment Analysis with Network Security-Driven Blockchain Model

Abstract

Data Envelopment Analysis (DEA) in cash flow ranking protection is a new framework intended to improve the safety, accuracy, and openness of financial performance assessment. DEA is used to assess the relative effectiveness of cash flows from enterprise operations by taking into account a variety of input and output parameters. The data utilized in DEA is secured, tamper-proof, and auditable by incorporating cutting-edge technology into the framework, which relieves possible worries about data interfering. Research-integrated procedure enhances the cash flow ranking process's validity, making it more reliable and trustworthy. By offering an unchangeable, decentralized database of transactions that are independently authorized, the blockchain component strengthens the credibility of the cash flow rating process and the reliability outcome assessment. The enterprise employs the framework to better understand its financial strengths and weaknesses, which enables it to make safer and more suitable decision making when managing cash flow operations. The DEA combined with blockchain technology and other network security measures provides a safe, open, and effective way to rank and assess business cash flow performance.  For safeguarding confidential financial information is crucial, especially in enterprise executives, accountants, and financial analysts utilize the process to be an invaluable resource. Research offers a strategic advantage for organizations to optimize cash flow management, maintain trust and transparency in financial reporting, enhance stakeholder confidence and ensures accurate financial assessments, safeguard data integrity, and secure financial analysis and decision-making in the digital age.