Deployment guide

Humanoid deployment for hotels: the full pre-flight checklist

Everything a general manager should have decided before the platform arrives on property. Written for the person who has to sign the contract, not the person who has to sell it.

The humanoid platform is being delivered on a Tuesday. It is Friday now. You are the general manager, and someone above you has decided that the property will receive its first humanoid on property in ninety-six hours. The vendor is briefing your engineering director on power draw and network requirements. The atelier is delivering the dressing on Monday afternoon. And you have realised, standing in the ballroom looking at the delivery bay, that there are approximately fourteen things nobody has told you yet.

This guide is what you should have decided a month ago. If you have already decided them, you can use this to check your work. If you have not, you can use it to catch up.

1. What role, in what physical space, at what hours

The most common failure mode of a humanoid deployment in a hotel is a role-space mismatch. A humanoid procured for the front desk is deployed at the concierge stand, or a humanoid procured for the concierge is placed at the guest-elevator threshold. The role determines the platform's operating envelope; the physical space determines the platform's kinematic clearance; the hours determine the platform's power and thermal profile. All three should be defined before the platform arrives on property.

Write the role down in one sentence, in the operating language of your property. Not "concierge" — "greets arriving guests between the porte-cochere and the front desk, answers wayfinding questions in English and Mandarin, and assists with light luggage when requested." The specificity is not pedantic; it is what the atelier will use to brief the dressing and what the platform vendor will use to configure the software.

2. Guest-communication clearance

Every jurisdiction the property operates in has an evolving position on humanoid platforms in customer-facing roles. In some jurisdictions, no disclosure is required. In others, a guest-facing notice is now mandatory. In a small but growing number, an opt-out mechanism is required for guests who do not wish to interact with a humanoid. Your legal counsel needs to have written the guest-facing notice and the opt-out language before the platform is on property.

3. Insurance and liability

Your general-liability policy almost certainly does not cover incidents involving humanoid platforms. Some carriers now write specific humanoid riders; others require a specialised carrier. Your broker needs to have quoted the rider and secured coverage before go-live. Fully-loaded first-year premiums for a single humanoid deployment at a hotel typically run in the range of eight to twenty-five thousand United States dollars, depending on the property's overall risk profile and the platform's operational envelope.

4. Staff onboarding, not training

Training is what happens on the platform. Onboarding is what happens with the staff who will work alongside it. The distinction matters. Staff onboarding covers what the platform is capable of, what it is not capable of, how to escalate a guest concern about the platform, how to handle a platform malfunction gracefully in front of guests, and what the staff person's own performance metrics look like now that a humanoid is on shift.

Onboarding time varies with the platform and the role. For a front-desk-adjacent role, plan for approximately six hours of onboarding per staff member, delivered over two shifts. For a concierge or F&B-runner role, plan for eight to twelve hours. Onboarding delivered as a single all-day session almost always fails; onboarding delivered in twenty-minute daily briefings over two weeks almost always works.

5. Dressing partner briefed and contracted

Your platform vendor will not dress the platform. That is not a criticism of your vendor; humanoid dressing is a separate discipline conducted by ateliers and specialised contract manufacturers, and no full-form humanoid platform ships in a configuration suitable for guest-facing appearance on a luxury or premium property. Your dressing partner should be briefed and contracted before the platform arrives, and the first fitting should be scheduled for the first week of on-property operation.

6. Connectivity, power, and the elevator problem

The humanoid platform will need a dedicated network segment with sufficient bandwidth for continuous inference-server communication, a power arrangement that supports the platform's charging cycle without interfering with other property loads, and, if the role requires floor changes, a resolution to the elevator problem. Every hotel that has deployed a humanoid platform has had to solve the elevator problem. Some solve it with a dedicated service elevator; some with a remote-controlled elevator interface; some with a policy that the platform does not change floors during peak occupancy hours. There is no right answer, but there needs to be an answer, and it needs to be documented.

7. The six line items nobody quotes at the sales stage

The sales stage will not include: the atelier's fitting and adjustment costs across the first two months; the specific insurance rider your carrier requires; the on-property calibration time from the vendor's engineering team; the staff-onboarding delivery cost from an external HRI trainer if you do not have one internally; the guest-facing signage and disclosure printing; the maintenance service contract for years two and three. Ask your platform vendor to itemise these before you sign. They will not, but ask.

The night before

The night before the platform arrives, walk the route. From the delivery bay to the calibration space, from the calibration space to the platform's operating position. Do it in the shoes the platform will need to accommodate. Note every doorway, every threshold, every mat that could catch. This is boring work and it is what separates a successful deployment from a spectacular one.