Dual AI

Dual AI is a real estate technology startup founded by brothers Isaac and Spencer Miller. With backgrounds spanning business strategy and product innovation, they set out to modernize how agents and brokers analyze property data and manage listings. Their goal was not only to automate repetitive tasks, but to empower real estate professionals with meaningful insights and AI-driven tools that truly enhance their workflow. Isaac and Spencer came to us with a bold vision: to build a platform from the ground up that could transform the way real estate professionals operate, leveraging the very latest advances in artificial intelligence and software engineering.

The challenge faced by Isaac and Spencer was as much about vision as it was about technology. Real estate professionals spend significant time and effort manually compiling market reports, calculating price estimates, and writing listing descriptions—tasks that are not only repetitive but also vulnerable to human error and inconsistency. The existing solutions were fragmented, outdated, or failed to address the core needs of modern agents. The objective was clear: design and build a secure, scalable platform that could fully automate comparative market analysis (CMA), deliver real-time, data-backed price predictions, and generate compelling, accurate listing descriptions—all in seconds. The platform needed to support rapid decision-making, boost productivity, and uphold the highest standards for data security and reliability.

When Isaac and Spencer Miller first engaged with us, they had just come out of a frustrating six-month collaboration with another firm. Despite their investment of time and resources, the outcome was little more than a hardcoded prototype—closer to a static PowerPoint presentation than a viable software product. The initial concept itself was fundamentally flawed and did not capture the real needs or aspirations for Dual AI. Recognizing both the urgency and the opportunity, we took the project back to square one. Rather than trying to salvage anything from the previous attempt, we began with a clean slate. Working in close, daily collaboration with Isaac, we held intensive brainstorming sessions to rethink every aspect of the platform. These discussions were the foundation for defining the actual business objectives, understanding the real-world workflows of real estate professionals, and establishing the technical requirements for a scalable, AI-powered product. From these sessions, we designed a completely new architecture focused on flexibility, scalability, and genuine automation through artificial intelligence. We created user journeys and interfaces from scratch, prioritizing simplicity and utility. Our technical team engineered custom AI models for comparative market analysis, price prediction, and automated listing descriptions—ensuring each component delivered reliable, actionable insights for agents and brokers. By combining constant feedback loops, transparent communication, and agile development practices, we were able to quickly iterate and bring Isaac’s vision to life. The result was a robust, production-ready platform that not only fulfilled, but exceeded, the original goals—finally making possible the solution that the founders had been seeking from the very beginning.

The launch of Dual AI marked a defining moment for both the founders and the agents who now rely on the platform. After one year of dedicated development, the product delivered on the vision of a robust, scalable AI solution that could handle the needs of an entire brokerage from day one, with an infrastructure built to support up to 1.8 million users. One of Dual AI’s standout achievements is its pricing engine, which delivers price predictions with an exceptional 98.2% accuracy rate, providing agents with a level of confidence and precision rarely seen in real estate technology. The automation of comparative market analysis and listing description generation means that tasks which once took hours can now be completed in minutes, dramatically increasing productivity and ensuring every agent can operate at their highest level. Early users immediately recognized the difference. As one Kansas City realtor put it, “Dual MLS AI saves me hours every week. I can generate CMAs with a few clicks and share clean reports with clients in minutes. The accuracy is outstanding.” Feedback like this highlights how the platform has transformed the daily workflow for real estate professionals, making complex processes seamless and scalable. With a foundation built for growth, Dual AI now stands as a testament to the power of AI-driven transformation in the real estate industry—a solution born from a clear vision and realized through close collaboration, technical rigor, and a relentless focus on delivering measurable value.