A small property management company handling maintenance requests manually often cannot tell a burst pipe from a squeaky door until someone actually reads the message, and in between those two extremes sits a pile of requests that all look the same in an inbox until sorted. This business sets up an AI triage system for a property manager's maintenance line: a tenant's request gets a few diagnostic questions asked automatically, genuine emergencies get flagged and escalated immediately, and routine requests get routed to the right vendor without someone manually reading and sorting every single one.
You configure this against that company's actual vendor list and escalation rules, not a generic ticket system. Property managers pay a flat monthly fee per portfolio size, easy to justify against the liability risk of a missed emergency and the staff time saved on sorting. Landing the first property manager usually comes from a direct conversation about how maintenance requests currently get triaged.