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AI Rental ValuationProduct design case study

Rentest.ai

Role
Product Designer
Platform
Responsive web
Audience
Property owners, rental teams, and valuation tool users
Year
2024
Tools & skills
Figma · AI Product UI · Responsive UI · Design Systems

Context

Project overview

An AI-driven rental valuation interface designed to make estimation, comparison, and decision support feel clear and trustworthy.

Planning work in this area? Explore Product design for complex digital workflows for the scope, deliverables, and collaboration process.

Problem

Business and user problem

AI valuation tools need to communicate confidence, input requirements, and generated estimates without feeling like a black box.

Contribution

Role & responsibilities

  • Responsive interface design
  • Scalable design system
  • AI product UI design

Users

Audience

Property owners, rental teams, and valuation tool users

How the work was structured

Design approach

  • Designed clear input and result sections so users can understand how the valuation flow works.
  • Used hierarchy and component states to separate estimates, supporting details, and next actions.

Information architecture

Core user flow

  1. Step 01

    Enter property information

  2. Step 02

    Generate the rental estimate

  3. Step 03

    Review confidence and supporting details

  4. Step 04

    Choose the next action

Decision · reason · result

Key UX decisions

Separate inputs from generated results

Users need to understand what information the estimate uses before they evaluate the output.

The valuation journey has a clear transition from data entry to decision support.

Show confidence with supporting context

An unexplained estimate can make an AI product feel like a black box.

Result cards connect the estimate to details and next actions.

Interface areas and reusable patterns

UI system

Rental estimate flowInput and result UIResponsive valuation screensDecision-support content blocks

Scalable patterns

Design system & components

The UI system focuses on form fields, result cards, confidence indicators, and responsive sections for a reliable AI-tool experience.

Across screens and contexts

Responsive behavior

  • Prepared responsive layouts for web use across devices.

Documented result

Project outcome

01

A clearer AI valuation flow for rental estimation.

02

Reusable components for future estimation and reporting modules.

03

A responsive interface foundation for product growth.

Questions

Project details

What makes AI product UI different?

AI product UI needs to make inputs, generated results, confidence, and next steps understandable so users can trust the experience.

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