Property management firms · workflow automation
Maintenance intake and owner reporting, rebuilt as software you own.
Maintenance requests arrive at all hours in every format, and owners want clean reports on a schedule. Most of that loop is deterministic - triage the request, dispatch the right vendor by rule, send status updates, report to owners on a template. AI reads the unstructured requests; people handle the judgment calls. By our read, most of this is rules, not manager time.
The deterministic teardown
71%
of maintenance intake + owner reporting runs on deterministic rules
5/7 steps at $0 runtime · 1 use AI
Deterministic steps run as rules / templates / lookups - no model call, near-zero cost. This teardown is our estimate, not measured client data.
Common questions
Only within the rules you set. Routine, in-policy dispatch can run automatically; anything outside your thresholds - cost limits, emergencies, owner approvals - is flagged and escalated to a manager. The judgment calls stay with a person.
Yes. The AI step reads unstructured requests from the channels you actually use and structures them into one intake. The triage, routing, and reporting rules are then scoped to your portfolio and vendors during the diagnostic.
Other industries
See it on your own workflow
