The Oxbow Hotel
The Oxbow Hotel
The Oxbow Hotel
The Oxbow is a locally loved boutique hotel with genuine heart. We designed and built an on-brand full AI front desk system to handle bookings, guest inquiries, and concierge service around the clock, trained specifically on Oxbow, not the hotel industry at large.
problem
The Oxbow Hotel had something most hospitality businesses spend years trying to build: a real reputation. Guests loved the staff, the atmosphere, and the experience. The brand had soul. The problem was operational. Inquiries came in after hours with nobody to answer them. Reservations slipped when the front desk was stretched thin. Staff were spending their best energy fielding repetitive questions about room rates and amenities rather than actually serving guests in front of them. For a boutique property where the experience is the product, that gap mattered. The challenge wasn't fixing what made Oxbow great. It was building infrastructure around it so nothing fell through the cracks.
solution
solution
Jolly Mammoth designed and built a completely digital front desk and conceirge system, fully integrated with Oxbow's existing property management software. The system handles inbound inquiries via voice and chat, quotes real-time availability and room rates, processes bookings, manages modifications and cancellations, and escalates to staff when a human touch is actually needed. Nothing about how the hotel operates changes. The system runs underneath it. The overnight shift especially changes. Not every hour needs full staffing when the system is handling inquiries, completing reservations, and keeping the guest experience intact while the building sleeps.
Projected outcomes: 80% self-service containment rate and 15-20% booking conversion uplift over baseline.
Boutique hotels live and die by feel. The second a guest interaction feels automated or generic, something irreplaceable gets lost. That tension was the central design challenge for this project. The owner telling me "I think our brand is at our best when humans make the connection."
The answer wasn't to hide the technology. It was to make it genuinely a component of the team. The agent is trained on Oxbow specifically. The amenities, the local recommendations, the events, the property quirks. Guests get answers that sound like someone who actually works there.
Most AI systems in hospitality are trained on broad industry data. They can answer generic questions about check-in policies and parking because every hotel has those. But ask them about the best table at the restaurant down the street, or whether the local rooftop bar is open during a Tuesday evening event, and they fall apart.
We approached the Oxbow build differently. The knowledge base wasn't pulled from a template. It was built from the ground up around the specific property, the specific neighborhood, and the specific kind of guest the Oxbow attracts. The agent knows what the staff knows.
The result is a system that extends the front desk without diluting it. Staff get their attention back for the moments that actually require a human.
This project was built as a spec system to demonstrate full AI front desk capability. The demo is live.
year
2025
timeframe
6-8 weeks
tools
Custom Development
category
Hotel Front Desk Agent
see also
The Oxbow Hotel
The Oxbow Hotel
The Oxbow Hotel
The Oxbow is a locally loved boutique hotel with genuine heart. We designed and built an on-brand full AI front desk system to handle bookings, guest inquiries, and concierge service around the clock, trained specifically on Oxbow, not the hotel industry at large.
problem
The Oxbow Hotel had something most hospitality businesses spend years trying to build: a real reputation. Guests loved the staff, the atmosphere, and the experience. The brand had soul. The problem was operational. Inquiries came in after hours with nobody to answer them. Reservations slipped when the front desk was stretched thin. Staff were spending their best energy fielding repetitive questions about room rates and amenities rather than actually serving guests in front of them. For a boutique property where the experience is the product, that gap mattered. The challenge wasn't fixing what made Oxbow great. It was building infrastructure around it so nothing fell through the cracks.
solution
solution
Jolly Mammoth designed and built a completely digital front desk and conceirge system, fully integrated with Oxbow's existing property management software. The system handles inbound inquiries via voice and chat, quotes real-time availability and room rates, processes bookings, manages modifications and cancellations, and escalates to staff when a human touch is actually needed. Nothing about how the hotel operates changes. The system runs underneath it. The overnight shift especially changes. Not every hour needs full staffing when the system is handling inquiries, completing reservations, and keeping the guest experience intact while the building sleeps.
Projected outcomes: 80% self-service containment rate and 15-20% booking conversion uplift over baseline.
Boutique hotels live and die by feel. The second a guest interaction feels automated or generic, something irreplaceable gets lost. That tension was the central design challenge for this project. The owner telling me "I think our brand is at our best when humans make the connection."
The answer wasn't to hide the technology. It was to make it genuinely a component of the team. The agent is trained on Oxbow specifically. The amenities, the local recommendations, the events, the property quirks. Guests get answers that sound like someone who actually works there.
Most AI systems in hospitality are trained on broad industry data. They can answer generic questions about check-in policies and parking because every hotel has those. But ask them about the best table at the restaurant down the street, or whether the local rooftop bar is open during a Tuesday evening event, and they fall apart.
We approached the Oxbow build differently. The knowledge base wasn't pulled from a template. It was built from the ground up around the specific property, the specific neighborhood, and the specific kind of guest the Oxbow attracts. The agent knows what the staff knows.
The result is a system that extends the front desk without diluting it. Staff get their attention back for the moments that actually require a human.
This project was built as a spec system to demonstrate full AI front desk capability. The demo is live.
year
2025
timeframe
6-8 weeks
tools
Custom Development
category
Hotel Front Desk Agent
see also