Build Agent Skills

When Opportunity Feels Noisy

Hotelier interested in investing in hospitality AI frustrated and confused.
Paul sees the opportunity clearly, but the risk of backing the wrong AI approach keeps him paused.

Meet Paul, a seasoned hotelier.

Paul sees exactly where hotel owners are bleeding value. He knows which workflows break, where margins leak, and which everyday decisions quietly compound into real losses.

He also hears the AI noise. Hundreds of companies, bold claims, unclear defensibility, and investments that feel more like bets on technology than on outcomes he can stand behind.

That’s the frustration. Paul knows where the operational value is, but there’s no trusted path to turn that knowledge into something real without hiring developers, managing a product roadmap, or gambling on the wrong product.

Paul also knows that waiting means someone else will capture the AI upside. And that feels wrong. The people who truly understand the problems should be the ones shaping the solution and benefiting from it.
Most hospitality executives want to invest in AI, but want to limit risk. What if they could focus on the area they know by heart and clearly understand the opportunity?

From Operational Insight to an AI Investment

This is where things change for Paul. Instead of chasing generic AI tools or traditional SaaS subscriptions, he invests in a Skill: a focused, agentic workflow that captures real SOPs and decision logic and lets an AI assistant execute them consistently.

While operating a hotel day to day, Paul no longer has to guess whether an AI initiative will work. He can pressure-test the Skill inside his own operation, where it runs alongside his team and proves its value under real conditions.

Paul doesn’t need to hire developers or manage a product roadmap. His operational knowledge becomes the blueprint that inHotel turns into a production-ready Skill. Once proven, it’s no longer a hypothetical AI product, but a working solution he understands and trusts.

What would traditionally be a software expense becomes an asset. The Skill delivers value inside Paul’s hotel and can be kept private or resold to other hotels facing the same problem.

In every case, it’s the same focused investment. The difference is how far Paul decides to take it.

Hotelier interested in investing in hospitality AI happy and calm, having a smart idea.
Paul is no longer guessing where to place his AI bet.
Skills are designed so the upside stays with the expert. In resale models, partners earn 80% of recurring revenue, after hosting and support costs.

How To Develop a Skill

Turn an idea into a working Skill, choose the right funding model, and deploy it to fit your business goals.

1
Define

Identify the workflow or capability you want to automate and estimate the economic value it can create for one or more customers.

2
Build

Decide how the Skill should be developed and who owns it. You can build it yourself or work with inHotel on process design and AI engineering.

3
Deploy

Put the Skill into action by running it on shared inHotel infrastructure for seamless rollout and marketplace listing, or in your private environment for ultimate control.

Paths to Owning a Hospitality AI Skill

At this point, Paul and you can choose how far to take it. Start small with an advanced prompt, automate a business process for your own operation, or invest with resale in mind. Each path reflects a different balance of risk, ownership, and upside.

icon

Advanced Prompt

Create a Skill through self-service. Package a proven prompt without copy-pasting or exposing it to others. Variables let it adapt to each customer and role.

It’s the simplest way to turn a high-value prompt into a reusable, protected, and monetizable asset.

icon

Customer Workflow

Fund and own a workflow-based Skill to improve your operation by automating SOP steps and decisions.

The Skill is custom-designed around your way of working, and you can keep it private or offer it to others once its value is proven.

icon

Partner Workflow

Fund and own a workflow-based Skill designed for resale. Turn a repeatable way of working into a Skill other hospitality organizations can use.

The Skill is custom-designed around your expertise and generates recurring revenue.

Why Hospitality Skills Are a Smart Way to Invest in AI

Skills turn operational improvements into measurable, recurring earnings for both customers and partners.

Transportation icon blackAccommodation icon blackRestaurant icon blackTour icon blackSwimming pool icon blackGolf icon blackMuseum icon blackConcert icon blackCocktail glass icon black

Customers

check icon

Turn software cost into an owned asset

check icon

Reduce burden on staff

check icon

Reuse SOPs across humans and AI agents

check icon

10× ROI target for your Assistants

Example Scenario

A hotel develops an advanced prompt that identifies actionable improvements in guest feedback. Internally, it drives around €500 per month in indirect revenue and saves 4 hours per month of staff time at €20/hour (€80/month), for a total internal benefit of €580 per month. inHotel resells the Skill to 20 other hoteliers at €55/month each. After €5/month in hosting and support costs, €50 remains, of which the hotel earns 80% (€40/month per customer). With 20 customers, the Skill generates €800 in recurring monthly revenue.

avatar

Partners

check icon

80% revenue share after hosting and support costs

check icon

Recurring revenue at scale

check icon

Access a global hospitality market

check icon

Up to 43% affiliate revenue on skilled assistants

Example Scenario

A partner offers a restaurant menu optimization workflow Skill that creates around €2,000 per month in value for each customer and prices it at €200/month. After €20 in hosting and support costs, €180 remains, of which the partner earns 80% (€144/month per customer). With 20 customers, the Skill generates €2,880 in recurring monthly revenue for the partner.

Clear, value-based pricing that aligns cost, ownership, and upside.

icon

Development

check icon

Self-build or co-build options

check icon

AI Engineering support: €1,200/day or €200/hour

check icon

Milestone-based funding (40% / 40% / 20%)

check icon

Full ownership by the funder

Example Scenario

A Skill investor wants to build a workflow-based Skill that generates hotel website FAQs based on real guest questions and the hotel’s brand positioning, improving discoverability on AI search platforms. The Skill requires 10 days of expert engineering work, which the investor outsources to inHotel at €1,200 per day, for a total development cost of €12,000. This cost is paid on a milestone basis: €4,800 (40%) at contract signature, €4,800 (40%) at functional completion, and €2,400 (20%) at production acceptance.

icon

At €80/month with 50 hotels using it, the Skill can pay back its development cost in roughly 5 months under standard hosting and platform terms.

icon

Operations

check icon

Value-based customer pricing

check icon

Hosting and support: ≥€5/month prompt, ≥€20/month workflow

check icon

Resell: 20% revenue share

check icon

Private hosting: 2% imputed value share

Example Scenario

A tour operator develops a prompt-based Skill that optimizes tour guide schedules based on availability and weather forecasts. The Skill creates around €500 per month in customer value and is priced at €50/month. From each sale, €5/month is deducted for hosting and support, leaving €45, of which inHotel takes a 20% platform cut (€9/month per customer). When inHotel distributes the Skill to 30 other tour operators, the Skill generates €1,080/month in net revenue for the creator, while the cost of sales is €420/month (30 customers × €14 for hosting and platform fees).

For Paul, this is a clear asymmetric bet: the downside is improving his own operation, while the upside is fast payback and recurring revenue through resale.

And once he sees the first Skill working, a bigger question naturally follows: what if he reinvests the returns, automates more of his operation step by step, and finally turns IT into a profit center?

Pineapple logo

How can a hotelier custom-build an AI solution tailored to their operations?

Hoteliers can custom-build AI solutions by turning their existing workflows and SOPs into reusable AI Skills. With inHotel’s solution, operational knowledge becomes the blueprint for an agentic workflow that executes consistently alongside staff. Instead of adapting processes to generic software, the AI is designed around how the hotel already works. This allows hoteliers to automate decisions and repeatable tasks while keeping full control over standards, logic, and outcomes.

How do hospitality AI Skills differ from traditional hotel software?

Traditional software defines where work happens, such as PMS or task tools, but still relies on people to execute correctly. AI Skills define how work gets done. Using inHotel’s solution, Skills encode expert logic and SOPs so AI agents can execute workflows consistently across tools. This makes Skills more flexible, modular, resilient, and cost-effective, than traditional software systems.

Can hospitality AI solutions be built using existing SOPs?

Yes. One of the key advantages of inHotel’s approach is that AI Skills are built directly on top of existing SOPs. Skill creators bundle their proven “golden SOP” into a Skill, allowing hotels to start from an expert-defined best practice rather than a blank slate. That same SOP then guides both human staff and AI agents, ensuring consistent execution across shifts, teams, and properties. This approach reduces change management, supports gradual adoption, and helps hotels raise operational standards by embedding expert knowledge into everyday workflows.

How can hoteliers trust AI prompts or agentic workflows from tech providers?

Trust is a common concern with AI, especially when prompts or workflows come from generic tech vendors with limited hospitality experience. inHotel addresses this by curating a Skill marketplace where Skills are created by experienced hospitality professionals, including hoteliers, tour operators, experience providers, restaurant operators, and their trusted partners. These contributors build Skills based on real-world operations, not theoretical use cases. Each Skill is vetted and guided to deliver at least a 10× ROI for customers before being offered commercially. This gives operators confidence that the AI logic reflects proven best practices and measurable value, which in turn increases adoption and distribution potential for Skill developers and publishers on the platform.

Is it possible to invest in hospitality AI without betting on a generic AI startup?

Yes. Instead of investing in broad AI companies, hospitality professionals can invest in building a single AI Skill focused on a workflow they deeply understand. inHotel enables this by allowing investors to fund and own specific Skills tied to measurable operational value. This approach limits risk because the investment is grounded in real hospitality use cases rather than speculative technology platforms.

How is investing in hospitality AI Skills different from investing in public tech stocks?

Investing in hospitality AI Skills is an operational investment rather than market speculation. Instead of betting on broad market movements like the S&P 500, Skill investors fund a specific workflow they already understand, validate it in real hotel operations, and monetize it through subscriptions. inHotel’s agent Skills allow hospitality experts to digitize their know-how, distribute it through the inHotel marketplace, retain 80% of net revenues, and often reach payback in months. The returns are tied directly to customer value and operational impact, not to market sentiment or stock price volatility.

What is a smart vertical AI investment bet in hospitality?

A smart vertical AI investment bet in hospitality focuses on specific workflows where operational value is clear, repeatable, and easy to validate. Instead of investing in broad, horizontal AI tools that try to serve many industries, hospitality experts can invest in AI Skills tied to areas they know deeply, such as operations, revenue, guest experience, or compliance. With inHotel, these workflows are turned into agentic Skills that follow real SOPs, deliver measurable customer value, and are sold on a subscription basis. This makes the investment less speculative, with faster payback, recurring revenue, and returns driven by adoption and operational impact rather than hype or market sentiment.

Can a hotel turn AI from a cost center into a revenue stream?

Yes. AI does not have to remain a pure expense. With inHotel, customers and partners that fund and own a Skill can resell it to other hospitality businesses facing the same challenges. What starts as an internal operational improvement can become a recurring revenue asset, allowing hotels to offset costs or even generate profit from AI adoption.

How quickly can an investment in a agentic skill reach payback?

Payback depends on pricing and adoption, but many workflow-based hospitality Skills can recover development costs within four to six months. For example, a Skill priced at €80 per month adopted by 50 customers can generate sufficient net revenue to cover a €12,000 build in roughly five months under standard hosting and platform terms.

What is the downside risk of investing in a hospitality AI agent skill?

The downside is limited compared to traditional AI investments. At worst, the Skill improves the investor’s own operation by reducing labor, errors, or decision latency. Because Skills are built around workflows the investor already understands, the risk is operationally bounded rather than speculative.

How can hospitality consultants or experts monetize their knowledge with AI?

Hospitality experts can package their repeatable expertise into AI Skills and offer them commercially. With inHotel, these Skills can be distributed through a marketplace model where the Skill owner retains the majority of recurring revenue after hosting and support costs. This allows consultants to scale their impact beyond one-to-one engagements.

Can I sell an advanced prompt without revealing it to customers?

Yes. With inHotel’s Advanced Prompt Skills, your prompt is packaged as a protected Skill. Customers use the output, not the underlying prompt. Variables allow customization per customer, role, or context, while your intellectual property remains hidden and controlled. This enables monetization without copy pasting, sharing documents, or exposing your logic.

Can I build an agentic workflow and distribute it through a hospitality marketplace?

Yes. Hospitality experts can build agentic workflows and distribute them through inHotel. Skill investors can develop workflows themselves or work with inHotel on product design and AI engineering. Each Skill is guided toward delivering at least a 10× ROI for customers, ensuring clear value. When a Skill is sold, hosting and support costs are deducted from the gross subscription price, starting at €20 per month for workflow-based Skills and capped at 20% of the price. From the remaining net revenue, inHotel takes a 20% platform share, while the Skill owner retains 80%. inHotel also lists, distributes, and actively promotes the Skill, helping creators reach a broad hospitality audience without building their own sales channel.

What level of technical expertise is required to build a hospitality AI solution?

Deep AI expertise is not required from the hotelier or investor. inHotel provides product design and AI engineering support to turn operational expertise into production-ready Skills. Hospitality experts contribute domain knowledge, while the technical build, orchestration, and lifecycle management are handled by experienced specialists.

When I invest in an agentic workflow development and own it, can I host it on other agentic platforms besides inHotel?

Yes. inHotel does not impose exclusivity or vendor lock-in. When you fund a Skill, you own the resulting code, prompts, workflows, knowledge base, and documentation. This means you are free to host and run the agentic Skill package on other platforms as well. Keep in mind that different agentic platforms have their own technical and operational specifics, so some adaptation may be required to fit their execution model. This ownership-first approach ensures flexibility and protects your investment while still allowing you to benefit from distribution and monetization through inHotel if you choose.

When I develop an agentic skill for hospitality, can my clients customize it?

Yes. Agentic Skills are designed to adapt to each operation where they are used. A Skill can include variables that customize execution based on organization-specific knowledge, such as business objectives, brand positioning, or operating constraints. When an AI assistant runs the Skill, it automatically uses the customer’s internal knowledge base and connected systems as its tools, for example their CRM or PMS. For workflow-based Skills, each organization can also adjust the SOP by adding, removing, or reordering steps. Your Skill serves as a golden standard defined by a subject matter expert, while remaining highly configurable to local needs and realities.

Does inHotel use a proprietary Skill format, or does it follow the Anthropic open standard?

inHotel aligns with the open Agent Skills standard released by Anthropic and published at https://agentskills.io/. Skills can be imported and exported in the open format, ensuring interoperability. On top of the open Skill specification, inHotel adds organization- and assistant-level variables, a hospitality industry knowledge base, a Skill distribution mechanism for industry experts, enterprise access control, and a managed agentic hosting platform that enables reliable execution. This means Skill publishers benefit from an open foundation while gaining the operational, commercial, and governance layers required for real-world hospitality deployment.

Do Skills require custom engineering for each integrated system?

Not necessarily. inHotel’s API Tool Connector is designed to reduce or eliminate bespoke engineering for each PMS, RMS, CRM, POS, or other connected system. Instead of building custom integrations per vendor, the connector serves as a unified middleware layer that transforms OpenAPI-compatible services into standardized, agent-ready tools. It abstracts complex API schemas into structured actions agents can reliably use, while centrally managing authentication (OAuth2, API keys, token refresh) to ensure security without embedding credentials in agent logic. Because integrations are normalized at the connector level, Skills are shielded from most underlying API changes, reducing maintenance effort. Agents can securely retrieve real-time data and execute live actions across multiple connected systems within the same assistant, enabling scalable, cross-platform workflows without separate engineering projects for each integration.

Ready to turn the expertise you already trust into an AI asset you own?

Start by chatting with our AI Solutions Specialist to pressure-test your idea and see whether it’s a good candidate for a Skill.

Open in a new tab
Open link in a new tab

If it looks promising, connect with a human expert at inHotel to walk through feasibility, development cost, financing options, and potential upside in more detail.

Explore Agent Skill Ownership Opportunities

Browse curated opportunities to invest in and lead high-impact AI skills.