under500k.ai

One of the biggest hurdles for borderless investing isn't the capital it’s the data. When you're looking at a property under $500k in a different country, how do you verify the yield or the neighborhood quality when you don't even speak the local language?

We’ve spent most of our careers in technology and real estate, so we look at everything through the lens of verification.

For under500k.ai, we decided to move away from basic search filters and toward Agentic Workflows. Here is how we’re doing it:

• Autonomous Investigation: Our agents don’t just scrape; they cross-reference municipal data and local news.

• Universal Translation: We ingest hyper-local context in any language and deliver it as structured data.

• The Confidence Level: Every lead is assigned a score based on data integrity. It tells you exactly how much to trust the numbers.

We’re also opening up a waitlist for our Institutional MCP Server for firms that want to plug this context directly into their internal LLMs.

I’m curious for those building in the AI space, how are you handling data reliability and "hallucinations" in high-stakes industries like finance or real estate?