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Streamlining Real Estate Loan Applications
From Forms to an AI Chat Interface

- Role

  • Ux designer

  • Front end bubble developer

- Duration

Jun 2024 - Aug 2024

- Objective

Redesigning a traditional loan application form into an AI-driven conversational interface to streamline user experience and increase conversion rates.

Understanding the market

Inside real estate inudustry

  • The U.S. residential real estate market is valued at $47.1 trillion (Q1 2024), driven by sustained demand in suburban and secondary markets.


  • 72% of borrowers prioritize digital-first experiences, yet 65% still abandon applications due to poor UX (J.D. Power, 2024)

  • The U.S. residential real estate market is valued at $47.1 trillion (Q1 2024), driven by sustained demand in suburban and secondary markets.


  • 72% of borrowers prioritize digital-first experiences, yet 65% still abandon applications due to poor UX (J.D. Power, 2024)

  • The U.S. residential real estate market is valued at $47.1 trillion (Q1 2024), driven by sustained demand in suburban and secondary markets.


  • 72% of borrowers prioritize digital-first experiences, yet 65% still abandon applications due to poor UX (J.D. Power, 2024)

Traditional application forms

Some common misconsumptions

How do we think forms are getting done

Here’s how it really goes down:

The Challenge

Pain Points in Traditional Forms

High

cognitive load

20 + fields

Unclear

terminology

eg LTV , DTI

No immediate feedback

Error resolution

Low mobile optimization

40 % drop off mobile

Competitor Landscape

How others do it

By leveraging insights from the U.S. real estate market and analyzing competitors like Kiavi and Dunmar we have found how their application forms work and identified the backlashes on them.

The solution

AI-Powered Chat Interface

A conversational AI interface that guides users through a natural chat-based flow, dynamically collecting data while providing real-time assistance, reducing friction, and delivering personalized loan quotes.

Key Objectives

Reduce Abandonment

Personalize the Application Flow

Faster Quote Delivery

Core Features

Conversational Onboarding

Progressive Data Collection

Instant Estimates

Loan Application Flow

Streamlining the path from initial inquiry to final quote

This flow visualizes the major steps a user takes when applying for a real estate loan via our AI-driven chat. The process ensures critical user data is collected and confirmed, resulting in a quick, accurate quote delivered straight to the user’s inbox.

Outcome

By shifting from lengthy static forms to a guided chat interface, this user flow significantly reduces friction and supports a more intuitive, conversational loan application journey.

The Final UI

A Conversational Loan Experience

By merging a chat-style interface with intuitive validations and easy-to-edit summaries, the Final UI transforms a complex loan application into a seamless conversation—one that clarifies user needs, highlights real-time options, and delivers loan estimates in a refreshingly human way.

Mobile UI

The Loan Assistant on the Go

The interface adapts seamlessly to mobile dimensions—each message bubble fits snugly on the screen with minimal need for scrolling. Users see one or two questions at a time, preventing information overload on smaller devices.

Results

Since launch, IX ™ has streamlined real estate financing for countless borrowers—here’s the impact in numbers:

Application Time

Less than 5 min

Less than 5 min

Less than 5 min

Users now complete the

loan application 45% faster

Completion Rate

75 %

75 %

75 %

Higher rate of successful form submissions

compared to the old static application.

Conclusion

Reimagining loan application

Transitioning from a static, multi-page loan form to an AI-driven chat interface is a modern approach that addresses user frustration and drop-off in the loan application process. By studying how established competitors (Kiavi, Dunmar) handle digital applications, we took an innovative leap to offer a more personalized and engaging experience—ultimately leading to faster quotes, less confusion, and a smoother path to securing real estate loans in the U.S. market.

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Drop a ❤️ if you're digging this portfolio! (No pressure, but it’ll make my day 😄 !)

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