Increasingly, apps will need to be "dual modality."

They will need a structured UX/UI with buttons and dials, as well as a chat interface for conversational change.

The real trick is how those two interface models co-exist and - most interestingly - how they cross over.

For example,

1. How little, strategic, and elegant affordances appear inside the structured UI to suggest "AI Intervention",

2. How little moments of structured interaction will surface inside chat to help users fast-forward to the right answer without long-form typing.

I've been working hard on this in multiple apps with my startup portfolio.

If you represent a funded startup or enterprise that wants to learn more, drop a comment below, and we can chat.