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Articles

Universal Chart of Accounts: A Key Component of Data Infrastructure for Real Estate Organizations

Learn how a universal chart of accounts eliminates manual financial data mapping and enables real estate organizations to unlock automation, AI-driven analytics, and faster, more accurate reporting.

What’s Standing in the Way of Data Standardization in Real Estate?

Dive into why the real estate industry struggles with data standardization and highlights how a lack of modern data infrastructure is preventing it from reaching a transformative "USB moment." This looks further at the OSCRE Industry Data Model™ already available, and how organizations that invest in data systems now can unlock massive efficiencies, collaboration, and sustainability gains.

The Growing Imperative Around Data Enablement in an AI-Powered Future

Discover how improving data quality and adopting industry standards can unlock powerful AI-driven insights, streamline operations, and prepare real estate organizations for a more digital, data-enabled future.

Why Standards-based Master Data Management is Essential for Portfolio Management

Master data is a powerful yet underutilized asset in real estate portfolio management—if it's not standardized and centralized, it's costing you time, money, and risk exposure. This article explores how a standards-based MDM strategy can unlock smarter decision-making, improve asset visibility, and strengthen cross-functional collaboration.

Environmental data: pain points, priorities and performance


How to get Utility Data from tenants


How is sustainability making real estate more transparent?


Collaboration Opens Doors for Data Integration


Golden Thread Definition and Principles


Data Standards: A valuable tool for critical decision-making