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