How We Built an AI-Native Real Estate Platform for Northern Cyprus
While building Evlek, an AI-native property platform for Northern Cyprus, we encountered a problem that appears in almost every AI search product: A…
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Self-Improving AI Agents: Why Evolving Agentic Systems Win in Real Estate
What "Self-Improving AI Agents" Actually Means "Self-improving AI agents" is one of the most over-used phrases in enterprise AI — and one of the lea…
Building a Rental App in a Market Dominated by One Player
When Daft.ie has this much market share in a vertical, the product question is less "how do we beat them" and more "where are the gaps they can't or…
Building a Rent Fairness Calculator From 10,000+ Listing Data Points
Dublin has a rental price opacity problem. Property sale prices in Ireland are public, recorded in the Property Price Register with address and amou…
How Natural Language Search Actually Works for Property Listings
Most NLP tutorials use toy examples. "What's the weather?" "Book me a flight." Property search is structurally messier than either, and the failure…
I Reverse-Engineered NYC Local Law 97. Here's What 40% of Buildings Are Getting Wrong.
LL97 Penalties Aren’t What Most Calculators Show The $268/Tonne Problem NYC Local Law 97 is one of the most aggressive building performance standard…