This paper examines the adoption of Artificial Intelligence (AI) technologies in the Philippine construction sector, analyzing factors influencing its integration, associated benefits and challenges, and the industry's readiness. Drawing upon the TOE framework, TRI, and diffusion of innovation theory, the study synthesizes findings from twenty-five (25 articles published between 2018 and 2024. Results indicate a promising but varied AI adoption landscape, catapulted by the need for improved efficiency, decision-making, and quality. Successful implementation requires digital readiness, robust data management, and stakeholder collaboration. Notably, it is conceivable that the future of AI in the Philippine construction industry will witness a paradigm shift towards hyper-automation offering significant benefits like increased productivity and cost-effectiveness, challenges such as data quality, technological complexity, and ethical concerns.