5 Industries Using Real Estate Data in Ways You Might Not Expect
Insurance underwriters, mortgage lenders, institutional investors, and climate modelers all depend on real estate data. Here are five industries using property data in ways most people do not expect.
What Is RESO and Why Does It Matter for Real Estate Data Products?
RESO is the standard that makes real estate data interoperable across 500+ MLSs. Here is a plain-English explanation of the Data Dictionary, Web API, and what certification actually means.
7 Things Most Proptech Companies Get Wrong About MLS Data Aggregation
Most proptech companies make the same seven mistakes when scaling MLS data. From coverage gaps to licensing missteps, here is what to know before you build.
MLS vs. Public Records vs. Property Data: A Plain-English Guide to Real Estate Data Types
MLS data, public records, and enriched property data serve different purposes. This plain-English guide explains what each one is, where it comes from, and when to use it.
Constellation Data Labs Announces Agreement to Provide National Data Services to REMAX, Acquires Seventy3 and Gadberry Group
Constellation Data Labs announces a strategic agreement to provide national real estate data services to RE/MAX and acquire Seventy3 and Gadberry Group, expanding MLS data coverage, analytics, and enterprise data solutions nationwide
How Proptech Companies Are Using AI to Scale: 7 Essential Tools
The proptech industry has decisively moved beyond AI experimentation in 2026. Artificial intelligence has evolved from pilot projects to mission-critical infrastructure that powers everything from deal underwriting to building operations.
Top 10 Real Estate Investment Management Software Solutions in 2026
The commercial real estate investment ecosystem has undergone a fundamental transformation, driven by technological advancement and the increasing sophistication required for effective portfolio management. As we navigate 2026, institutional investment firms, general partners, and asset managers face mounting pressure to leverage enterprise-grade software platforms that deliver operational excellence, enhance investor relations, and drive superior risk-adjusted returns.
The Future of Real Estate Data: 10 Trends to Watch in 2026
Explore the top 10 real estate data trends for 2026, including AI‑powered valuation, predictive analytics, smart building data, IoT integration, blockchain tokenization, hyperlocal market insights, ESG metrics, and purpose‑built rental analytics, shaping the future of property data strategies.
Windermere Partners With Constellation Data Labs to Power Market Intelligence & Innovation
Windermere Real Estate partners with Constellation Data Labs to power market intelligence with RESO‑compliant listing data, enhancing agent productivity, business insights, and data‑driven decision‑making across its network.
Constellation Real Estate Group Unveils Constellation Data Labs, Expanding Next-Generation Property Data & Analytics
Previously operating as Constellation1 Data Services, Data Labs will build on its success in the real estate industry while expanding to serve others.
