AI at the front desk:
what to delegate and what to confirm

Distinguish who uses the assistant

An owner’s internal assistant uses the property’s tools and permissions. Chat on the Lenzuoli website provides public product information and cannot read your hotel’s data. A guest-facing voice assistant has another scope: verify channels, data and staff hand-off in the workflow available for activation.

A read requires a source to read

Checking availability or stay information requires authorised tools and up-to-date data. Without the tool result, fluent wording is not verification. Test incomplete dates, an unavailable room and a service absent from the property configuration.

A proposal must show the change

For supported writes, Lenzo presents a proposal for review through the required workflow. Check dates, guests, terms and fields before applying it. Ask what happens if you reject, correct or repeat a request. Do not assume every operation can be delegated or every change can be reversed.

Prepare a test with synthetic information

Use invented names and no real guest contact details. Run the same workflow with and without required information, then inspect the management system’s outcome.

• Complete request: does the proposal match the details?
• Missing detail: is it requested before proceeding?
• Unauthorised action: is the boundary respected?
• Rejected confirmation: does the system keep the expected state?
• Positive outcome: is the actual result available to inspect?

Measure the work before assessing the benefit

Record active time, corrections, completions and errors with an explicit period and sample. Synthetic demonstrations illustrate the workflow; a property-specific saving requires observations of its process. Increased bookings cannot be attributed solely to AI without considering other changes.

Continue with Lenzuoli

Lenzo · Internal AI assistant · Voice agent · Property knowledge · Test a quotation workflow