Systems | Development | Analytics | API | Testing

For years, real estate has been described as a data-rich industry. But in practice, most organizations still struggle to collect, trust, and use their data at scale. Across multiple episodes of the Innovation Blueprint podcast, founders, CEOs, and operators repeatedly came back to the same conclusion: the real challenge in real estate isn’t analytics or AI — it’s data foundations.

Every successful listing starts with the right price, but in today’s fast-moving market, manually valuing properties can be slow, inconsistent, and risky. AVM platforms give brokerages the power to generate instant, data-driven valuations, helping agents set competitive prices, win more listings, and close deals faster. We break down what an AVM platform is, the challenges brokerages face, the key data and features to prioritize, and how to turn complex market data into actionable insights.

Every successful PropTech product combines accurate data with thoughtful engineering. This is the goal of the partnership between ORIL and BatchData. The BatchData platform provides extensive U.S. property data and predictive analytics. ORIL uses this data to design and build practical, production-ready real estate platforms.