Moderated by Scott Allan of Property Vista, the panel featured Leah Downie of Gallery Residential, Chelsea Proehl of RangeWater, and Ian Bingham of Daniel Management Group. Their central argument was that the industry has spent years chasing technology features, often creating tech fatigue for employees and digital friction for residents. The next phase should focus on what technology actually accomplishes.
Early examples demonstrate where AI can create tangible value. Gallery developed an AI lease-audit tool that eliminated hours—and potentially weeks—of manual work. RangeWater automated reporting that previously required more than 400 hours to aggregate and validate data. Bingham pointed to efficiencies in maintenance, renewals, delinquency, and business intelligence that give employees more time to serve residents.
But efficiency cannot come at the expense of trust. AI needs brand-specific training and seamless handoffs to onsite employees. Downie shared a painful example: a prospect arrived asking for “Willow,” the AI assistant that scheduled her tour, only to have an employee respond, “Willow doesn't work here.” The disconnect destroyed trust and cost the property the lease.
The panel disagreed somewhat on exactly where automation should stop, reflecting different renter preferences. Some prospects want human interaction during major decisions; others would happily tour, lease, pay rent, and submit work orders without speaking to anyone. The goal should therefore be choice, using technology and people to meet customers where they are.
Measuring AI also requires moving beyond cost-per-door. Operators should evaluate conversion, lead-to-lease performance, employee time saved, renewal impact, resident satisfaction, and ultimately financial return.
Here is the PowerPoint:
Interested in learning more? Check out the other blogs highlighting sessions from AIM 2026: