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Software environment setup is often a complex and time-consuming process that requires manual installation and configuration of multiple tools across different operating systems. Traditional approaches lead to inconsistencies, increased setup time, and potential errors. This paper presents an AI-Powered Quick Install Platform, a web-based system designed to automate the generation of customized installation scripts based on user requirements. The proposed system utilizes artificial intelligence and natural language processing to interpret user intent through a feature called Magic Search, which recommends suitable software bundles for various domains such as Full Stack Development, Data Science, and DevOps. The platform supports cross-platform script generation for Windows, macOS, and Linux using native package managers including winget, Homebrew, and apt. Additionally, a security auditing module is integrated to analyze generated scripts and identify potential vulnerabilities before execution. Experimental evaluation shows that the system significantly reduces setup time, minimizes manual errors, and improves overall developer productivity.