AI-Powered Real Estate Platform for the Canadian Market

This real estate brokerage software was developed by our company from scratch. After a detailed analysis of the project requirements, our team began with web design and the future product architecture.

Property-First Design

The platform was designed around two distinct user contexts: public-facing property search and broker-facing CRM. Each solution required a different interface logic, but the same visual identity.

Creating the property analytics design, our specialists took into account the business need to display attractive and high-quality photos of property objects. Listing cards lead with high-resolution images, with key parameters – price, bedrooms, bathrooms, property type – visible without opening the full record. The individual listing view expands into a dense but structured layout:

• photo gallery
• key facts
• listing history
• comparable sales
• mortgage calculator
• cash flow analysis
• demographic data

All data from Statistics Canada on a single scrollable page.

The filter system covers 15+ parameters including property type, price range, bedroom count, garage, basement type, open house dates, and square footage, with a map view that clusters listings geographically.

The broker CRM interface follows a different logic – dense tabular data with quick access to lead profiles, communication history, search alerts, and website activity. Each lead record surfaces the properties the contact viewed, when they were last active, and what their stated preferences are, giving brokers context before the first call.

Performance-Oriented Development

The frontend was initially built with Vite and React for fast web development iteration. The backend runs on Python with FastAPI – chosen for its high-performance async request handling, which matters when serving large volumes of PropTx listing data to concurrent users across Ontario. PostgreSQL process the primary data storage, while Azure Database manages the calculation-heavy workloads. such as property valuations, analytics, and market trend, keeping compute-intensive queries isolated from the main application database.

Property valuation and market report generation are powered by the Repliers API, which provides comparable sales data, market trend analysis, and other real estate analytics.

Project Challenges 

At the later stages of the project development, a request for website SEO optimization was provided by clients. This required server-side rendering implementation, which, in turn, made the team migrate the project to another technology. That was a serious challenge posing some risks but the team managed to cope with it and ensure proper operation of the real estate analytics platform after migration.

With this real estate tech, users can perform the following operations on the platform: 

Search & Discovery

• Search active and sold MLS listings by address, MLS number, or area of interest;
• Browse listings on an interactive map with clustering and Watch Area alerts;
• Filter by 15+ parameters — property type, price range, bedrooms, garage, basement, square footage, open house dates.

Property Evaluation

• View detailed listing pages with photo gallery, key facts, and full listing history;
• Access comparable sales data and sold price history for any property;
• Get an instant AI-powered home valuation with lower, mid, and higher price range estimates;
• Review projected future prices based on historical growth trends.

Market Intelligence

• Analyze neighbourhood demographics from Statistics Canada;
• Review regional price trends, days on market, and buyer/seller market indicators;
• Use the mortgage calculator with full payment breakdown and cash flow analysis.

Agent & CRM Layer

• Connect with a Valery broker directly from any listing page;
• Receive automated market reports and property alerts.

Val is AI-powered real estate search and valuation assistant, and highlights of the platform.

First, Val can provide answers to questions on the current market trends, give inquiries on the platform functions, and help with property search.

Second, an AI-based action plan is an option allowing to reach real estate goals with recommendations and analysis, depending on goals’ nature. It can then be used as a guidance for one-time purchase or investing purposes. These features were developed by the client themselves.

Third, an important feature of the platform is an AI tool for home evaluation. This means that any real estate object can be analyzed by its address, and an expected price for sale will be provided, based on the current market conditions, offer, and demand. The result can be downloaded for further review.

By partnering with Dinamicka Development, Valery Real Estate Inc. launched a complex real estate brokerage platform, that operates all over Canadian territory. This solution aggregate listing data, valuate properties by AI-powered tools, provide real estate market analytics dashboard, and help brokers handle client list with integrated CRM in one place.

The technical solutions provided by Dinamicka Development help clients effectively promote their businesses and advance the PropTech sector.

The platform operates under brokerage license and continues to serve buyers, sellers, and agents across the Greater Toronto Area and broader Ontario market.