4. Integration with existing systems Integrating AI technologies with present IT ecosystems poses sizeable technical difficulties, predominantly when working with legacy systems that required to be designed to support modern AI functionalities. The integration of AI solutions is complicated from the heterogeneity of IT infrastructures, which incl