Tech Talk Interviews

Interviewer: For readers meeting you for the first time, can you introduce yourself and your connection to proptech at The AI Summit New York?

Kelly Brine: I lead Rose Valley Management, a vertically integrated property management and acquisitions company. You cannot be in real estate today without being in proptech. The two are inseparable. I'm excited to see proptech represented at a major AI gathering. This is the ten-year anniversary of the summit, and the conversation has finally made room for our sector. When real estate engages alongside other tech-forward industries, it accelerates our progress.

Interviewer: Real estate has a reputation for slow technology adoption. Has that changed?

Kelly Brine: Absolutely. I've worked in property management for thirty years. The last five years delivered more change than the previous twenty-five. The pandemic forced a high-touch industry to digitize. Residents stopped waiting in offices or touring in person. They wanted to transact online—leasing, payments, service requests. That demand shifted expectations and pushed organizations to modernize. It stretched some on-site teams, but it also opened doors like this summit where technology and real estate learn from each other.

Interviewer: Which technologies are having the biggest impact right now?

Kelly Brine: Smart home and smart building capabilities are front and center because the benefits are immediate. Residents want to unlock doors with a phone instead of juggling keys. They expect to pay and communicate online and get status updates without chasing people.

On the operations side, sensors and building management systems are getting smarter. Leak detection, boiler monitoring, and other telemetry help teams detect issues early and schedule maintenance proactively. In multifamily, owners emphasize energy management at scale. If a resident cranks up the heat and leaves a window open, centralized controls and analytics bring temperatures back to reasonable levels, reducing waste and protecting the asset. When these systems are designed well, they improve the resident experience and give management actionable visibility across a portfolio.

Interviewer: Where does AI specifically create leverage in these use cases?

Kelly Brine: The leverage comes from combining high-quality signals with practical decision workflows. In practice, that means using computer vision for remote inspections and amenity verification, anomaly detection on meters and pumps, forecasting for staffing and parts, and language models to triage resident messages and draft accurate responses.

The goal is not novelty. It's fewer truck rolls, faster cycle times, and higher first-time fix rates. You need good data pipelines, clear outcome metrics, and human-in-the-loop review where it matters. AI augments teams so people can focus on issues that require judgment and empathy.

Interviewer: What are the biggest barriers to adopting innovation across the industry?

Kelly Brine: Regulation and trust are top concerns. Our industry has seen scrutiny around pricing and revenue management, including antitrust litigation touching on how data is used to recommend rents. The lesson: regulation often trails technology. Tools move fast, then rules arrive, and operators must adapt.

A clearer boundary is emerging. You can use public information in compliant ways, but sharing nonpublic client data across competitors is a different matter. As we modernize, compliance needs to be built in. It's not enough to deploy a tool. You have to govern it.

Operationally, teams are busy and turnover is real. If a product adds steps, adoption stalls. Integration is critical. Identity, access, and data models should align with existing systems, not fight them. Training and change management are equally important. The best implementations are simple to learn, reduce duplicate work, and provide quick wins that build confidence.

Interviewer: The proptech landscape is crowded. How do you separate signal from noise when selecting solutions?

Kelly Brine: Focus on problems worth solving and on measurable outcomes. Start with a clear use case, like reducing average work order time by a specific percentage or cutting water loss in a subset of buildings. Run a small pilot, but build it with production in mind. Think about data quality, security, integration, and user experience on day one.

Require transparent reporting and shared dashboards so everyone sees the same truth. Choose vendors who behave like partners, not just software providers. You want roadmaps that adjust to real feedback and service levels that match the pace of your operations.

Interviewer: Where do you see the most exciting opportunities for innovation in the next couple of years?

Kelly Brine: Maintenance is the biggest white space. We have strong progress in detection and prevention, but the physical work still needs people. When a pipe bursts or a toilet fails, someone must show up and fix it.

The next wave can elevate technician productivity end to end. Better triage that routes the right job to the right person. Dynamic scheduling that respects travel times, parts availability, and resident constraints. Guided diagnostics and augmented reality to reduce repeat visits. Automated closeout with better documentation for compliance and handoffs. Every minute saved there translates into resident satisfaction and asset performance.

There's also room for portfolio intelligence that drives daily action. Many dashboards exist, but the best convert data into prioritized work. Which buildings need attention today? Which units will likely create tickets this week? Which vendors are delivering top outcomes adjusted for context? Timely, trusted insights beat yet another view with charts no one checks.

Interviewer: The market has been choppy, with rate-driven shifts in renter behavior. How is that shaping expectations and technology strategy?

Kelly Brine: Higher interest rates kept more residents in rentals for longer, and many of those residents are young professionals with higher expectations. They're paying more and expect service that matches. That raises the bar for communication, speed, and transparency.

Technology helps with clear status updates, appointment windows, digital access, and reliable self-service. But technology alone doesn't carry the day. You need connected systems so the right person gets notified at the right time, and you need teams who can show up and resolve issues quickly. Consistency wins trust, and trust sustains occupancy.

Interviewer: For AI professionals building for real estate, what guidance would you offer to accelerate impact?

Kelly Brine: Design for constraints, not around them. Latency, uptime, and permissions matter in buildings and in resident communications. Favor modular architectures that degrade gracefully. Keep data stewardship front and center. Documentation of data lineage, retention, and access earns the right to scale.

Invest in onboarding and ongoing training. The best model will fail if the experience is confusing or if it fragments workflows. Finally, create a feedback loop that includes site teams. Listen, measure, iterate, and share results openly. When people see improvements tied to their input, they become champions.

Conclusion

Real estate is moving from incremental digitization to intelligent, connected operations. The winners will align AI with clear outcomes, rigorous governance, and excellent user experience. When that happens, buildings run better, residents are happier, and teams are empowered to deliver.