Other platforms, such as HubSpot and Intercom, provide hybrid customer service models where AI handles simple inquiries and escalates complex cases to human representatives. These hybrid systems could play an essential role in ensuring that users receive the benefits of both efficiency and empathy in virtual environments. In the metaverse, where immediate responses are expected, this balance between AI and human support will be even more critical to user satisfaction.