INTEGRATING GENERATIVE AI WITH SAP HANA FOR PREDICTIVE MAINTENANCE IN MANUFACTURING

Abstract

The research investigates integrating
generative AI with SAP HANA for advanced
predictive maintenance in manufacturing
environments. The integration, based on the
purpose, provides a facility toward the application
of AI algorithms for real-time data analysis to
predict failure and reduce unplanned downtime,
optimizing maintenance schedules and improving
operational efficiency. Technical and
organizational challenges include integrating these
advanced technologies, data quality, system
compatibility, and workforce readiness. The study,
therefore, undertakes in-depth analyses and
provides insights into the effectiveness of AI-driven
predictive models of maintenance, while also
putting forward practical recommendations through
which barriers to implementation can be overcome
and smarter, cost-effective mai