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With accelerating global economic integration processes, the financial risk early warning requirements for companies are becoming higher and higher. This study discusses the financial risk evaluation Z-Score Model for intelligent IoT-based enterprises. The financial risk early warning system of an IoT company is made up of four parts: alarm source analysis, Z-Score Model analysis, and main financial ratio analysis. Among them, the police source analysis is the premise and important guarantee for the operation of the system overall. After analyzing the internal and external risk factors from different sources in combination with the annual and industry reports of the IoT company, we found that the main risk sources IoT companies face focus on external legal risk, industry competition risk (mainly affected by the external environment), and external tenant credit risk (dominated by their own characteristics). Based on …