Self-audit · 20 minutes
Property-management AI readiness checklist
Test ten operating controls before you automate maintenance intake or resident communication. The output is a pilot decision and a list of evidence gaps—not a software recommendation.
Define the pilot boundary first
Name the properties, request categories, channels, business hours, excluded cases, pilot dates, and human approver. Keep emergencies and other high-risk requests with a trained person until the escalation path has been reviewed and tested. If you cannot state the boundary in one paragraph, narrow it before evaluating automation.
Channel inventory
List every place a resident request can begin: phone, voicemail, email, portal, text, chat, staff entry, and after-hours service. Identify which channels are inside the pilot.
- Evidence
- Request counts and duplicates by channel for the same period.
- Decision owner
- Operations lead who approves included channels and handoffs.
Language coverage
Document the languages residents use, the current interpretation path, and the point where a staff member must take over. Do not infer coverage from a small sample.
- Evidence
- Language needs by channel, exception examples, and reviewed response templates.
- Decision owner
- Resident-services owner who approves language and accessibility support.
Event definitions
Define when a request is created, acknowledged, triaged, assigned, scheduled, completed, reopened, and closed. Separate a message sent from a resident receiving a meaningful status.
- Evidence
- A data dictionary with timestamps, statuses, and permitted transitions.
- Decision owner
- Operations and reporting owners who approve one shared definition set.
Emergency escalation
Write the signals, questions, stop rules, contact order, and fallback path for suspected emergencies. Test what happens when the first contact does not respond.
- Evidence
- Approved escalation matrix, drill record, and unresolved-case queue.
- Decision owner
- Named on-call leader with authority to change the path.
Staff and vendor routing
Map request type, property, availability, authorization limit, access requirements, and vendor eligibility to an accountable assignee. Record how misroutes return to a human queue.
- Evidence
- Routing table, coverage gaps, reassignment reasons, and current vendor list.
- Decision owner
- Maintenance coordinator or regional operations lead.
Resident status communication
Choose which status changes trigger a message, which channel is permitted, what the message may claim, and when staff review is required. Include opt-out and failed-delivery handling.
- Evidence
- Approved message library, delivery states, and exception examples.
- Decision owner
- Resident-experience owner who reviews clarity and escalation.
System of record
Name the platform that owns the request, resident, property, work order, vendor, and final outcome. Decide how duplicate or conflicting records are reconciled.
- Evidence
- Field map, write permissions, synchronization direction, and rollback method.
- Decision owner
- Platform administrator accountable for record integrity.
Data and recording
List the personal, property, access, call, message, and recording data the workflow touches. Minimize collection, define access, document consent where needed, and obtain appropriate review.
- Evidence
- Data inventory, access roles, recording settings, retention questions, and deletion path.
- Decision owner
- Business owner coordinating security, privacy, and legal review.
Baseline time and cost
Measure eligible requests, staff minutes, vendor coordination, repeat contacts, after-hours handling, and current technology cost for the same bounded workflow.
- Evidence
- Source records, sampling method, exclusions, loaded labor assumption, and period used.
- Decision owner
- Finance or operations owner who can reproduce the baseline.
Pilot scorecard
Set measures for routing accuracy, escalation time, resident status completion, staff time, reopen rate, data quality, and exceptions. Define the pause, rollback, and no-project thresholds before launch.
- Evidence
- Starting values, review cadence, sample checks, decision date, and signed-off thresholds.
- Decision owner
- Executive sponsor who can continue, change, or stop the pilot.
Turn the audit into a decision
If emergency escalation, the system of record, or data handling is not ready, resolve those controls before a pilot. For other gaps, narrow the workflow until every included case has a defined owner and fallback. Compare the checklist with the property-management operating model and record which facts still need verification.
A ready checklist does not prove return. It establishes enough control to price a bounded test and measure it against the operator’s own baseline.