Maintenance triage, rent reminders, lease renewals. The AI stack for a property manager running 500-plus units without adding headcount.
A property manager running 500-plus units gets the same 20 questions over and over. Maintenance status, rent due dates, lease renewal terms, lockout assistance. Below: the AI stack that handles 80 percent of those without losing the human-touch moments that matter. What to measure in the first 30 days Most teams measure too many things and then measure nothing. The 30-day measurement plan is short: Handle rate.
Of inbound contacts in the channel where AI is now answering, what percent did AI successfully complete versus escalate or drop. This is the deflection metric in chat language. Median minutes from first contact to whatever the business cares about: booked, ordered, refunded, qualified. Cost per completed interaction. All-in, including telephony, STT, TTS, LLM, observability, and your eval and ops time amortized.
Maintenance triage, rent reminders, lease renewals. The AI stack for a property manager running 500-plus units without adding headcount. It is filed under Vertical Playbooks because that is where operators looking for this problem actually start, and it is written from production work rather than from a content calendar.