Idle Cat Labs
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Case Study

AI-Enabled iOS Chat Prototype

A native iOS prototype that integrates AI chat features with a clean mobile user experience.

SwiftUI AI Integration API Design Streaming UI

Overview

This starter case study describes an AI-enabled iOS chat prototype for product discovery and technical validation.

Problem

The project needed to test whether a conversational AI workflow could be useful inside a focused mobile app experience.

Solution

We built a native SwiftUI interface with streaming responses, conversation state, basic prompt controls, and a backend abstraction layer.

Example deliverables

  • SwiftUI chat interface
  • Streaming response rendering
  • Backend API abstraction
  • Error and retry handling
  • Privacy review checklist

Outcome

The prototype made it possible to evaluate user experience, latency, cost considerations, and next product features before a full release.