Choosing AI for property management starts with the work you need completed. A product designed for prospect conversations may not handle resident service requests, accounting or application review. Define the workflow before comparing feature lists so you can distinguish a useful fit from a persuasive demonstration.
Prepare a short buying brief: the problem, the properties and channels in scope, the systems involved, the team's responsibilities and the evidence needed to justify a pilot. Share the same brief with each vendor. This makes their answers easier to compare.
Score evidence, not confidence
Use three evidence labels for each requirement: demonstrated in the proposed configuration, documented but not demonstrated, or unverified. Keep a separate list of implementation work and future features. A confident answer about a roadmap should not receive the same credit as a completed action you can inspect.
- Workflow fit: ask the vendor to follow one enquiry from first contact through its completed next step.
- Integration fit: verify the exact reads and writes supported for your systems and configuration.
- Failure handling: test a missed transfer, unavailable information and a failed booking.
- Team ownership: inspect the unresolved-work queue and the handoff a staff member receives.
- Reviewability: check how the team finds the conversation, source information and action status when something goes wrong.
- Change management: ask who updates instructions, approves new actions and can pause the workflow.
Bring the right people to the evaluation
Include the operational owner who will receive handoffs, the person responsible for system access and the reviewer responsible for compliance. Each sees a different failure mode. A good demo for a buyer can still leave the daily operator with an unusable queue.
Use fictional or properly authorised data in demonstrations. Do not provide private customer records simply to make a sales call feel realistic. Ask how evaluation data is handled and removed, especially if the pilot uses a separate workspace.
Examine access and assurance in context
Request security information relevant to the proposed service, including data access, retention, subprocessors and incident handling. If a vendor supplies a SOC 2 report, examine its scope, period and relevant exceptions with the appropriate reviewer. The existence of a report does not answer every question about your deployment.
Keep the workflow compliance review separate. Ask how sensitive requests reach a responsible person and how approved policies are maintained. A general assurance about the model is not a substitute for examining the configured process.
Compare the full cost of operating it
Include implementation, ongoing fees, usage charges, staff review, training and integration maintenance. Clarify what happens if volumes change or you add properties and channels. Ask which support and configuration changes are included and which require additional work.
Also discuss exit arrangements: what can be exported, how access is revoked and how the team resumes manual handling. Those questions help reveal whether the operating model is clear before a contract creates pressure to launch.
Finish with a bounded pilot brief
Write down the scope, baseline, review date and acceptance criteria. Include quality and reliability measures alongside useful response time. Name the person who decides whether to continue, adjust or stop, and make sure unresolved issues have owners.
For example, a pilot may aim to make tour-request handling dependable across a defined set of hours. That is a clearer test than asking the software to improve occupancy without controlling the other factors involved. Tykuno's public demo is a starting point for understanding the conversation experience; a walkthrough should establish the actual actions and integrations required for your operation.