Powering Smarter Forecasting Across a Global Real Estate Operation
A global real estate consultancy partnered with Valuehub to build custom sales and forecasting models with Claude, deployed inside its own application environment to replace fragmented, territory-by-territory analysis.
Discuss Your Use Case →Case Study Overview
Project Summary
An independent real estate consultancy operating across dozens of territories worldwide, offering property advisory, sales, and forecasting services to a global client base.
Built With
Challenge, Solution & Outcome
Challenge
Forecasting and decision-making relied on fragmented data across a global, multi-territory operation.
Solution
Used Claude to develop sales and forecasting models deployed inside the customer's own application environment.
Outcome
Improved forecasting accuracy and faster, data-driven decisions across the business.
Project Features & Highlights
Custom Forecasting Models
Built predictive sales and forecasting models tailored to a multi-territory property business.
In-App AI Integration
Deployed directly inside the customer's own application environment rather than as a separate, disconnected tool.
Unified Data Foundation
Brought together previously fragmented data sources across territories into models decision-makers could trust.
Faster, Data-Driven Decisions
Replaced fragmented, manual analysis with consistent, model-driven forecasting.
Business Impact
25%
Forecast Accuracy
Improved forecasting accuracy compared to previous, fragmented methods.
50+
Territories
Forecasting models supporting decisions across 50+ territories.
600+
Offices
Rolled out across a network of 600+ offices globally.
20K+
People
Supporting faster, data-driven decisions for a workforce of 20,000+ people.
*Figures reflect internal program estimates as of this writing and are provided for illustrative purposes; please confirm against verified customer outcomes before publishing.
Have a similar forecasting & decision-making challenge?
Let's talk about how Valuehub can help you build custom forecasting models with Claude.
Contact Us