AI-Assisted SaaS Dashboard Prototype

Project Summary

  • Role: UX/UI Designer

  • Focus: AI-assisted prototyping + interaction design

  • Tools: Figma Make, Figma, AI-assisted workflow

  • Outcome: High-fidelity interactive prototype created rapidly to simulate real product behavior

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Overview

This project explores how AI-assisted tools can accelerate the creation of high-fidelity product prototypes. The goal was to move from concept to a realistic SaaS dashboard experience quickly, while maintaining usability, structure, and design system consistency.

The Challenge

Designing realistic product prototypes is often time-intensive, making it difficult to iterate quickly or test ideas early. Many AI tools can generate UI, but lack structure, interaction depth, and system consistency.

AI-Assisted Workflow

AI-Assisted Interface Scaffolding

Generated initial layout and interface structure using Figma Make

Information Hierarchy & UX Refinement

Refined hierarchy, spacing, and usability manually

Design System & Component Structuring

Extracted reusable components (cards, buttons, navigation)

Interactive Flow & Prototype Logic

Built interaction logic using Figma prototyping

Dynamic State & Behavior Simulation

Simulated real product states (loading, selection, feedback)

System Thinking

To ensure consistency and scalability:

  • Created reusable components for cards, metrics, and navigation

  • Defined consistent spacing and layout rules

  • Used variants for different UI states (default, active, selected)

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