5th International Conference on Paradigms of Communication, Computing and Data Analytics (PCCDA 2025)

Ms. Thrushna Matharasi

Gen AI's Role in Transforming Fleet Operation Management

Abstract:

Generative AI and Machine Learning (ML) are redefining fleet operation management by enabling smarter, data-driven decisions. This presentation introduces a scalable, real-time analytics pipeline that uses AI and ML to optimize fleet tracking and enhance operational efficiency. By integrating IoT sensor data with cloud storage and advanced visualization tools, the system provides actionable insights and predictive analytics. AI and ML are driving innovations in-vehicle monitoring, autonomous technologies, predictive maintenance, and resource optimization, delivering a precise and efficient framework for modern fleet management