Developing a Real-Time Price Prediction & Unit History System for VIDA Edgewater
We engineered a data-driven platform that empowers VIDA Edgewater to optimize pricing strategies and gain deeper insights into unit history through real-time analytics and predictive modeling.
About
VIDA Edgewater Hotel & Residences is a high-end mixed-use development located in the heart of Edgewater, Miami. As a forward-thinking real estate brand, VIDA aims to combine luxury living with smart, tech-enabled decision-making. To support their data strategy, VIDA partnered with us to develop a real-time pricing and unit intelligence platform that supports agile pricing, inventory insights, and historical data analysis. This solution helps VIDA respond to market demand more effectively while maximizing profitability and operational visibility.
Objectives
- Design and develop a real-time price prediction engine for residential units based on market demand, seasonal trends, and competitive data.
- Implement a historical data management system that tracks unit performance, booking history, pricing trends, and occupancy.
- Enable dynamic pricing strategies that can be applied across short-term and long-term rental options.
- Deliver dashboards and analytics tools to empower VIDA's internal teams to make data-informed decisions on unit marketing and revenue strategies.
Solution
Our team built a scalable, cloud-native platform integrating machine learning–based price prediction with robust unit history tracking. The system ingests real-time data from multiple sources—including local demand signals, seasonal patterns, and competitive benchmarks—and generates optimal pricing recommendations per unit. The history module allows VIDA to monitor past performance, unit turnover, and revenue trends. The platform includes an admin dashboard with intuitive data visualizations, automated alerts, and predictive forecasting tools that drive higher ROI across VIDA's property portfolio.