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