Managing AI-driven, two-way conversations requires a dedicated infrastructure layer to handle context, identity, security, and channels. This is not a product feature but a foundational challenge, similar to how API gateways manage APIs. Software is moving beyond simple alerts to complex, stateful interactions.
As foundational AI models become commoditized, the key differentiator for apps will be their communication prowess. The ability of an AI to explain itself, understand urgency, and know when to interrupt or escalate to a human will define user trust and value more than its raw intelligence or task-completion ability.
AI isn't eliminating graphical interfaces but rather adding a conversational layer on top. Users prefer to delegate tasks and ask questions via conversation, which is more efficient than navigating menus or searching dashboards. However, traditional UIs remain essential for data exploration, visualization, and complex workflows.