Case Study

24/7 Hotel Guest Support with Voice AI

Olive built and integrated a Voice AI Agent for a 700+ room hotel in Orlando, helping the team provide 24/7 guest support, resolve more requests after hours, and reduce the volume of routine calls handled by staff.

Client

A large independently operated hotel in Orlando, Florida, with more than 700 rooms, multiple dining venues, a full-service spa, and extensive meeting facilities. The hotel handles a high volume of guest calls across reservations, front-desk support, amenities, and service requests.

Challenges

The hotel’s front desk and reservations teams were handling a high volume of guest calls alongside in-person service. During peak check-in and check-out hours, phone lines were often busy, while routine questions and service requests took staff away from guests at the property.

Many calls involved predictable needs such as dining hours, parking information, wake-up calls, housekeeping requests, and amenity bookings. After hours, limited staff availability also meant some calls were delayed, sent to voicemail, or left unresolved.

The hotel needed a way to:

  • handle common guest requests around the clock;
  • reduce the volume of repetitive calls handled by staff;
  • respond consistently during peak and after-hours periods;
  • capture and log guest requests without adding manual work;
  • keep staff available for situations that required personal attention.
  • keep conversation details accessible for follow-up.

Solution

We built and integrated a Voice AI Agent to handle the first layer of the hotel’s phone-based guest support. The agent answers inbound calls 24/7, handles common questions and service requests, completes supported bookings, and escalates calls to hotel staff when human assistance is needed.

The Voice AI Agent can:

  • answer common questions about check-out times, dining hours, parking, and hotel amenities;
  • capture requests for housekeeping, room service, wake-up calls, and other guest services;
  • book spa and restaurant reservations directly in the hotel’s systems;
  • route urgent, sensitive, or complex issues to the appropriate staff;
  • log AI-handled conversations and request details in the property management system.

How We Delivered

Natural Voice Interactions

The Voice AI Agent was designed to handle real guest conversations, including interruptions, pauses, follow-up questions, and changes in intent during a call. This allowed guests to communicate naturally rather than follow a fixed menu or scripted flow.

Hotel System Integrations

The agent was integrated with the hotel’s property management and booking systems, allowing it to record guest requests and complete supported actions such as restaurant and spa reservations without requiring staff to re-enter information manually.

Escalation to Hotel Staff

We defined escalation logic for situations that required human assistance. Urgent, sensitive, or complex requests are transferred to the appropriate hotel team with the relevant context from the conversation.

24/7 Request Handling

The system was configured to handle routine calls outside normal staffing hours, giving guests access to information and supported services even when fewer employees were available.

Monitoring and Continuous Improvement

Call outcomes and conversation data were monitored after deployment to identify recurring issues, refine conversation flows, and improve how the agent handled guest requests over time.

Results

The Voice AI Agent became a consistent first point of contact for hotel guests, handling routine requests around the clock and reducing the number of calls that required staff involvement.

60%+ of incoming calls handled by AI

The agent fully resolves the majority of routine guest calls without staff involvement.

4.5× more after-hours requests resolved

Guests can receive information and complete supported requests even when fewer hotel employees are available.

91% guest satisfaction

Post-call feedback shows a high level of satisfaction with AI-handled interactions.

100% of AI conversations logged in the PMS

Every AI-handled interaction is recorded, giving hotel staff visibility into guest requests and completed actions.

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