If You Do Not Control Your Data, No Broker or MLS Will Have a Chance to Win With AI
The lesson is not about better AI. It is about building the conditions that allow AI to matter.
Picking the best AI
For brokers and MLS CEOs, AI is no longer a novelty. It is infrastructure. And like all infrastructure, it works best when it is shared, intentional, and designed for the people who rely on it every day.
The Future Belongs to the Impatient and Why Real Estate Must Act on DEPT’s 2026 AI Signal Now
Without modernized data architecture, real estate companies will remain stuck automating tasks instead of transforming outcomes. This will challenge small organizations to remain relevant as large companies with dedicated budgets pull ahead.
💸 💸 AI Token Costs Are Invisible Until They Aren’t
AI costs are invisible to consumers but critical at scale. Smart routing across models protects margins and ensures sustainable, high-performance AI operations for MLSs and brokerages.
How Seven Gables Built Real AI in Production and Why Brokers Should Watch Closely
The Seven Gables AI story is not about chasing innovation for its own sake. It is about operational leverage. Most importantly, treat AI as infrastructure you own, not a subscription you rent.
The MLS Can Become Exceptional by Adding Process Intelligence to Data Intelligence Using AI
AI enables the MLS to move beyond being just a data source to become an intelligent system that improves the work of real estate professionals.
Zillow’s New Playbook: When a Platform Starts Making Policy
The next decade will determine whether MLSs remain the backbone of cooperation, or evolve into data providers to platforms that make their own rules.
AI in the MLS: How Paragon is Building the Future of Real Estate Data Infrastructure
A conversation with ICE's Lucie Fortier and Jeff Fullbright reveals how AI is reshaping MLS platforms and what it means for data governance, agent adoption, and competitive positioning.
Zillow + ChatGPT: a new front for international listing exposure
For international markets, it is not a distant opportunity, it is a new front already opening through the gateways built by globally minded MLSs.
A vision for AI in real estate: why MLS MCP servers matter more than ever
Every wave of technology gives us a chance to rethink how we work. MCP is that wave.
NAR does not see the tree or the forest in the reciprocity statement about Zillow’s display of data on ChatGPT.com
NAR’s policy statement offers caution but avoids clarity. Until the association clearly defines what control means in the age of AI, it risks losing both the tree and the forest.
BoldTrail is adopting AI everywhere
CoreHome doesn’t try to replace the agent. It amplifies them with better timing, better visibility, and tools that work with the way they already operate.