4. Integration with present systems Integrating AI technologies with existing IT ecosystems poses major technical difficulties, primarily when dealing with legacy systems that needed to be designed to support modern AI functionalities. The integration of AI solutions is complex through the heterogeneity of IT infrastructures, which contain divers