AI software can be integrated into existing systems through APIs (Application Programming Interfaces), which allow the AI model to interact with current software platforms. Depending on the use case, integration may involve embedding AI models directly within the system or connecting to cloud-based AI services. Integration often requires collaboration between AI developers and IT teams to ensure seamless communication between the AI and legacy systems.