Artificial Intelligence Network Construction Analysis in Rural Areas for FTTX Equal Distribution Model of Internet Access

Access to reliable and high-speed internet is a fundamental necessity in today's era of globalization, driving socioeconomic progress and global connectivity. The quality and reliability of internet networks are significantly influenced by the processes of construction and maintenance. This study introduces an AI-driven analysis for intelligent network construction to develop a Fiber-to-the-X (FTTX) distribution model that ensures equitable internet access in rural areas. The research focuses on the Ngabang region in West Kalimantan, detailing the construction of optical distribution cabinets (ODC) and optical distribution points (ODP) in November 2022, alongside performance testing conducted in December 2022. This paper leverages artificial intelligence (AI) techniques, to identify and optimize key factors affecting network deployment and scalability in rural regions. In addition, the network development process is evaluated using AI-Driven Algorithm (Time series forecasting), Health, Safety, and Environment (HSE) compliance, and alignment with Sustainable Development Goals (SDGs). The results demonstrate that the construction quality and port attenuation test parameters meet ITU-T.G657 and ITU-T.G984 standards. This framework provides actionable insights for policymakers and stakeholders, facilitating the bridging of the digital divide in underserved areas while advancing sustainable development initiatives.