Modular AI Integration: Micro frontend architecture enabling scalable intelligence

Annela, Lingareddy (2025) Modular AI Integration: Micro frontend architecture enabling scalable intelligence. World Journal of Advanced Engineering Technology and Sciences, 15 (3). pp. 464-474. ISSN 2582-8266

Micro Frontend architecture represents a transformative approach to building AI-driven web applications at scale, addressing the limitations of traditional monolithic frontend structures. This architectural paradigm decomposes complex user interfaces into independently deployable units, enabling specialized teams to develop and integrate sophisticated AI components such as recommendation engines, chatbots, and predictive analytics without disrupting the entire system. The distributed nature of Micro Frontends facilitates team autonomy, specialized innovation, and accelerated delivery cycles, while supporting diverse technological implementation strategies including iframe-based composition, Web Components, and Module Federation. Organizations implementing this architecture report significant improvements in development velocity, cross-team collaboration, and the ability to experiment with advanced AI capabilities. Despite introducing challenges related to performance optimization, testing strategies, and governance models, Micro Frontend architecture provides a foundation for more dynamic, intelligent, and mAIntAInable web applications that can adapt to evolving AI technologies and business requirements.