In order to solve the problems of imperfect construction of risk classification control mechanism, low informatization level, and insufficient employee participation in the construction of double-prevention mechanism in coal chemical enterprises and build a long-term double-prevention mechanism for enterprises, firstly, the design idea, system architecture, and function module of the digital platform were described in detail. Then, with risk classification control and hidden danger investigation and management as the core, data collection, intelligent analysis, early warning, task distribution, progress tracking, and other functions were integrated to realize the digital management of the whole process of safety production of coal chemical enterprises. Finally, combined with specific cases, the application effect of the double-prevention digital platform in coal chemical enterprises was evaluated. The results show that the platform can provide enterprises with a standardized and intelligent closed-loop management system from the aspects of risk identification and assessment, classification control, and hidden danger investigation and management, and it achieves good application effects in risk management and control, hidden danger investigation, and main responsibility implementation. The platform can grasp the risk dynamics in real time, discover and eliminate hidden dangers in time, improve the emergency response speed, and reduce the accident rate. It can provide a new idea for the informatization and intelligent construction of the double-prevention mechanism of coal-to-oil coal chemical enterprises and provide a reference for the construction of the double-prevention digital platform of other industrial and mining enterprises.