4. Integration with present systems Integrating AI technologies with existing IT ecosystems poses considerable technical worries, predominantly when working with legacy systems that necessary to be designed to support contemporary AI functionalities. The integration of AI solutions is intricate with the heterogeneity of IT infrastructures, which