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Development of a Property Data Platform with Advanced Visualization and Valuation Capabilities
  1. case
  2. Development of a Property Data Platform with Advanced Visualization and Valuation Capabilities

Development of a Property Data Platform with Advanced Visualization and Valuation Capabilities

djangostars.com
Real estate

Identified Challenges in Property Search, Valuation, and Market Communication

The client faces difficulties providing comprehensive property data, accurate valuations, and an intuitive user experience for buyers, sellers, and agents across a large geographic area. Existing solutions lack seamless integration, multilayer map visualization, and real-time market insights, hindering market disruption and user engagement.

About the Client

A mid-to-large scale real estate listing and valuation company seeking to enhance property search, pricing, and communication features across a national market.

Key Goals for Developing an Advanced Property Data Platform

  • Build a scalable, feature-rich platform capable of supporting a national property database with millions of listings.
  • Implement an accurate, multi-parameter property valuation system utilizing data from multiple sources.
  • Create an interactive multilayer map enabling filtering by location, property attributes, and market trends.
  • Develop user-specific dashboards for property owners, agents, and buyers to manage listings, offers, and communications.
  • Deliver a minimum viable product to attract initial market investment, then expand to complete platform operations nationwide.
  • Enhance user engagement through advanced visualization, personalized notifications, and integrated communication tools.

Core Functional System Requirements for Property Data and Visualization Platform

  • Advanced multilayer map displaying nearly all properties within the country, with filtering options by location, property type, size, and price.
  • Property valuation engine that processes data from multiple databases and user inputs to generate precise estimates for both listed and unlisted properties.
  • Search and filtering capabilities for properties based on urban infrastructure, property parameters, and market dynamics.
  • User dashboards allowing property owners, agents, and buyers to manage listings, upload property details, photos, and receive notifications.
  • Functionality for users to submit property data, hide listings, and compare property price trajectories over time.
  • Real-time updates on property statuses, price fluctuations, and new listings matching saved filters.

Technical Architecture and Technology Preferences

Scalable backend architecture possibly utilizing cloud-native solutions
Rich frontend interfaces with dynamic maps and data visualizations

Essential External Data and Service Integrations

  • Real estate-specific databases for property details and pricing
  • GIS mapping services for multilayer map visualization
  • Notification services for user alerts and updates

Performance, Security, and Scalability Specifications

  • Ability to process and display data for millions of properties efficiently
  • High performance with smooth user interactions and low latency
  • Robust security measures to protect user data and privacy
  • Responsive design suitable for desktop and mobile devices

Projected Business Impact and Success Metrics

The platform aims to provide a highly detailed, user-friendly property market experience that increases user engagement and market disruption. Expected outcomes include supporting detailed property valuations, facilitating seamless property searches by millions of users, and enabling effective communication channels—ultimately driving increased transaction volume and market transparency.

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