Riel: Real Estate Analytics & Investment Platform
A data-driven real estate platform providing market analytics, property valuation, and investment portfolio management for institutional investors.
Key Results
Client
Riel is a proptech startup backed by a major real estate investment trust, aiming to bring data-driven decision-making to institutional property investment across North America.
Objective
Develop a comprehensive analytics platform that aggregates real estate market data, provides AI-powered property valuations, enables portfolio risk analysis, and streamlines the due diligence process for commercial real estate investments.
Industry
Services used
Project Team
Solution ArchitectFull Stack DeveloperData EngineerFrontend DeveloperQA EngineerProject Manager
Work Approach
Data Aggregation Engine
We built connectors to 30+ data sources including MLS listings, public records, demographic databases, and economic indicators. An ETL pipeline processes millions of records daily into a unified data warehouse.
Valuation & Prediction Models
Machine learning models analyze historical sales, comparable properties, market trends, and macroeconomic factors to generate property valuations with confidence intervals and investment return projections.
Portfolio Management Dashboard
An interactive dashboard lets investors monitor portfolio performance, run scenario analyses, compare properties, and collaborate with analysts through shared workspaces and annotation tools.
Technical Architecture
Results Achieved
Institutional-grade analytics for smarter investments
The platform now analyzes 200K+ properties daily and has helped the client achieve 15% better return predictions compared to traditional market analysis. Deal evaluation time was reduced from weeks to days, enabling the client to close on high-value properties faster.
With over 25 years of experience, we bring together expertise and innovation to deliver impactful solutions tailored to each client's needs.
Serge Guzenko
CEO & FOUNDER