Reimagining Hospitality at Silver Beach Inn

How AirNLP’s HOWI gives guests instant access to property knowledge while helping hosts deliver more consistent, responsive hospitality. The best hospitality often feels effortless. Guests arrive knowing where to park. They understand how to enter the property, connect to the Wi-Fi, find the beach equipment, operate the amenities, and discover the best places nearby. When they have a question, the answer appears quickly and clearly. Behind that seemingly simple experience, however, is a surprising amount of information. At The Silver Beach Inn, a family-owned vacation rental located steps from Silver Beach in St. Joseph, Michigan, that information has traditionally lived across reservation messages, arrival instructions, printed guides, listing descriptions, appliance manuals, local recommendations, and years of hosting experience. Each resource served a purpose. But together, they revealed a larger problem: guests did not necessarily need more information. They needed a better way to access the right information at the right moment. AirNLP developed HOWI to create that experience. HOWI is an AI concierge built for physical spaces. At Silver Beach Inn, it gives guests a natural way to ask questions about the property, their stay, and the surrounding area without searching through messages or waiting for a response. The deployment is helping AirNLP explore a broader idea: what changes when a physical place can answer questions about itself?

The hidden information layer behind every stay

Operating a vacation rental involves much more than preparing a clean and comfortable space. Every reservation brings a new group of people into an unfamiliar environment. Guests may not know which entrance belongs to their accommodation, where specific items are stored, how parking is arranged, or which amenities are available. Their questions are often simple:

• Where should we park?
• What is the Wi-Fi password?
• Where are the beach chairs and towels?
• Is there a coffee maker?
• How do we operate this appliance?
• Can we walk to the beach?
• What restaurants are nearby?
• What time is checkout? For a host, the answers may be obvious. For a guest who has just arrived after several hours of travel, they are not. Traditional hospitality tools attempt to solve this with welcome books, scheduled messages, signs, labels, PDFs, and digital guidebooks. These tools can be useful, but they share the same limitation: the guest still has to locate the correct resource, scan it, and interpret the answer. The information exists, but it is not always accessible in the moment it matters. At Silver Beach Inn, AirNLP saw an opportunity to rethink that interaction entirely. Instead of asking guests to search for information, what if they could simply ask the property?

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From static instructions to conversation

HOWI transforms property knowledge into a conversational experience. A guest does not need to know which section of a guide contains parking instructions. They can ask, “Where should I park?” They do not need to scroll through an arrival message to find the Wi-Fi details. They can ask for the password directly. They do not need to determine whether beach chairs, towels, toys, or an umbrella are included. They can ask what is available and where to find it. HOWI interprets the question, identifies the relevant property knowledge, and responds in a natural, approachable way. This changes the role of documentation. Information is no longer presented only as a collection of pages that guests must navigate. It becomes knowledge that can be accessed through conversation.

“Every property has knowledge that’s difficult for guests to find when they need it most. Our goal with HOWI is simple: make that knowledge instantly accessible through conversation.”

— Logan Adams, Founder, AirNLP The goal is not to remove the human element from hospitality. It is to make the host’s knowledge available more consistently, including during moments when the host may be helping another guest, managing the property, or simply unavailable. HOWI handles the questions technology can answer so the host can focus on the moments where personal attention matters most.

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Built around a real hospitality business

Silver Beach Inn serves as HOWI’s first real-world deployment and ongoing proving ground. The property includes two distinct accommodations, The Cup and The Saucer, which can also be reserved together. Each has its own layout, sleeping arrangements, amenities, parking instructions, and guest capacity. That structure makes the property an ideal environment for developing an AI concierge. An answer that is correct for one accommodation may not be correct for the other. Information may apply to the entire venue, to a particular space, or only to a specific part of the guest experience. HOWI must understand those distinctions. It needs to know the difference between information shared across the property and details that belong to an individual accommodation. It must provide relevant answers without overwhelming the guest with information that does not apply to their stay. This mirrors the complexity found across the wider hospitality industry. A hotel may have property-wide policies alongside room-specific details. A vacation rental operator may manage several homes with different amenities. A resort may contain guest rooms, common areas, restaurants, pools, and activity spaces. By beginning with a real operating property, AirNLP has been able to design HOWI around the way physical places actually work—not around an idealized software model.

A guest experience designed for the moment

A guest’s information needs change throughout their stay. Before arrival, they may want to understand parking, check-in timing, what to pack, or how close the property is to the beach. When they arrive, their priorities become immediate: finding the correct entrance, entering the accommodation, connecting to Wi-Fi, and getting settled. Later, the questions change again. Guests may want to locate beach equipment, understand an appliance, find a restaurant, or confirm a house policy. Near the end of the stay, they may need checkout instructions or guidance on where to leave used items. HOWI is designed to support this entire journey without forcing the guest to understand how the information is organized behind the scenes. A guest might approach an in-property kiosk and ask:

“Where are the beach towels?” HOWI can provide an answer based on the information configured for that space. The same guest might later open the guest experience on their phone and ask: “What’s a good breakfast place nearby?” HOWI can respond with local recommendations curated for the property rather than producing a generic list disconnected from the host’s knowledge. The interface may change, but the underlying source of information remains consistent. That is an important part of AirNLP’s vision for the product. HOWI is kiosk-first, but not kiosk-only. It can support guests through the surfaces that make sense for the environment, whether that is an in-room display, a shared kiosk, or a guest link accessed from a personal device. The technology should fit naturally into the stay rather than becoming another system the guest has to learn.

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Verified information instead of plausible answers

Generative AI makes it possible to produce fluent responses to almost any question. In hospitality, fluency alone is not enough. A confident but incorrect answer about parking, occupancy, entry instructions, safety equipment, or checkout procedures can create real problems. AirNLP designed HOWI around a clear distinction between different kinds of knowledge. Property-specific facts should come from verified information supplied by the host. Local suggestions can be presented as recommendations. General knowledge can help when appropriate. When a property-specific answer is not available, HOWI should acknowledge that rather than inventing a likely response. If HOWI has verified information about where towels are stored, it can answer directly. If the property has not documented the location, HOWI should not say they are “probably in the hallway closet” simply because that sounds reasonable. It should say that the information is not currently available and guide the guest toward the host when necessary. This restraint is central to the product. The objective is not to create an assistant that always has something to say. It is to create one that guests and hosts can trust.

Giving hosts one place to manage knowledge

The guest experience is only one side of the system. Behind HOWI is a structured workspace where hosts can organize the knowledge associated with a venue and its individual spaces. Property-wide information can be established once and reused where appropriate. Space-specific details can override those defaults when an accommodation, room, or zone has different requirements. A host can manage information such as:

• Arrival and parking instructions
• Wi-Fi details
• House rules and policies
• Frequently asked questions
• Room layouts and item locations
• Appliances and equipment
• Safety information
• Local recommendations
• Operational procedures
• Contact information This creates a more maintainable source of truth. When an instruction changes, the host should not have to update a printed binder, several automated messages, a PDF, and a separate digital guide. The knowledge can be updated at its source and then delivered through the appropriate guest experiences. For a small property, that reduces repetitive work and improves consistency. For a larger operator, the same structure becomes even more valuable. Property-wide standards can coexist with room-specific, unit-specific, or location-specific details without collapsing everything into one oversized guide. HOWI is not only an interface for answering questions. It is also a system for turning operational knowledge into something structured, current, and usable.

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Helping hosts stay personal at scale

Automation in hospitality can easily feel impersonal. A poorly timed message, generic response, or rigid support flow may save time while making the guest feel less cared for. AirNLP’s goal with HOWI is different. The product is designed to handle routine information without pretending that every hospitality interaction should be automated. A question about the Wi-Fi password should not require a personal conversation. A guest reporting a maintenance issue, requesting an exception, or needing help with an unusual situation may require exactly that. By separating repeatable information from situations that require judgment, HOWI can help hosts direct their attention more effectively. The result is not hospitality with fewer humans. It is hospitality where people spend less time repeating information and more time solving meaningful problems. At Silver Beach Inn, that philosophy fits naturally with the property’s existing approach. The technology supports the guest experience without replacing the care, preparation, and local knowledge behind it.

Learning from the questions guests actually ask

Building HOWI alongside a working vacation rental creates a continuous feedback loop. Hosts often organize information differently from the way guests search for it. A host may categorize instructions under “Amenities,” while a guest asks, “Do you have a cooler?” A guide may use the term “occupancy,” while a guest asks, “Can we bring a baby?” An appliance may be documented by its official product name, while a guest describes it as “the machine in the bedroom.” These differences matter. Every real question reveals something about how people understand unfamiliar spaces. It can expose missing information, unclear terminology, or an answer that makes sense internally but not to the person asking. Silver Beach Inn gives AirNLP a place to observe these patterns and refine the system around actual behavior. That process has shaped more than the chat experience. It has influenced how knowledge is organized, how spaces inherit information from a venue, how hosts edit content, and how the system handles uncertainty. The property is not a staged demonstration. It is an operating hospitality business with real guests, real expectations, and real consequences when information is unclear. That makes it a valuable environment for building a more reliable product.

More than an AI chatbot

HOWI may appear to guests as a conversational assistant, but AirNLP sees the product as something broader. Every physical place contains a hidden information layer. A hotel contains policies, amenities, room details, staff procedures, local knowledge, and safety instructions. A retail store contains product locations, service information, return policies, and operational workflows. An office contains meeting rooms, equipment, access instructions, and internal processes. A clinic contains preparation instructions, wayfinding information, policies, and frequently asked questions. Much of this knowledge exists today, but it is fragmented across documents, signs, websites, employee memory, and disconnected software. HOWI is being built as an intelligence layer for those environments. The long-term opportunity is not merely to place a chatbot in a room. It is to give organizations a structured understanding of their physical spaces and a natural way to make that understanding available to the people who need it. Guests may use it as a concierge. Employees may use it as an operational assistant. Visitors may use it for navigation and information. Organizations may use the same underlying knowledge across kiosks, mobile experiences, staff tools, and future interfaces that have not yet been created. The conversation is the visible layer. The deeper product is the organized intelligence behind it.

Starting with hospitality, expanding to physical spaces

Hospitality is a natural starting point because the value is easy to understand. Guests enter an unfamiliar place. They have questions. The host has answers. HOWI connects the two. But the same pattern exists anywhere people interact with a physical environment. Hotels can give guests immediate answers without directing every request to the front desk. Apartment communities can help residents understand amenities, policies, and shared spaces. Retailers can help customers locate products and understand services. Offices can make internal knowledge accessible to employees and visitors. Campuses, museums, clinics, cafes, and public venues can provide contextual assistance based on where people are and what they are trying to accomplish. Each environment is different, but the underlying challenge is remarkably consistent: people need information about the place around them, and that information is often difficult to find. Silver Beach Inn is demonstrating how that gap can be closed in hospitality. The broader mission is to close it everywhere.

A more conversational real world

The internet made digital information searchable. AI made that information conversational. AirNLP believes the next step is bringing the same accessibility to the physical world. People should not need to understand an organization’s filing system to ask a question about the room they are standing in. They should not need to locate the correct PDF, sign, webpage, or employee before they can find a simple answer. The place itself should be able to help. Silver Beach Inn represents the beginning of that vision. By deploying HOWI in a real vacation rental, AirNLP is creating a more intuitive experience for guests while learning how AI can understand the details, boundaries, and context of a physical environment. The result is a better way to access hospitality knowledge today—and an early example of how intelligent spaces may work in the future.