The AI Hospitality Alliance has published a free practical guide that links agentic AI protocol choices to more than 100 hospitality use cases. The document, Agentic Protocols Adapted for Hospitality, arrives with a downloadable workbook. It is available now at aihospitalityalliance.com/workgroups/agentic-protocols.

The subject matters because agentic AI changes the stakes. An agent does not merely answer questions; it acts on a guest's or a hotel's behalf. That shift forces operators to answer three questions the guide treats as foundational: what the software may do, which systems it can access, and who remains accountable when it does.

The publication complements AIHA's existing Hospitality AI Governance Framework, which covers accountability, oversight and responsible adoption. Where the framework sets principles, the new guide gets technical.

Who wrote it, and who is it for?

AIHA is an industry-led organization of hospitality leaders, technology companies, academics and AI experts. Its stated mission is accelerating responsible AI adoption through shared resources rather than vendor persuasion. Ira Vouk, founder of the Alliance, framed the release in collaborative terms.

"Hospitality has an opportunity to help shape how AI works in our industry," Vouk said. "That takes more than enthusiasm. It takes people willing to share their expertise and turn complex questions into practical guidance."

The guide targets hotel and vendor technical teams first. But AIHA says it also supports conversations with business leaders, which is where most AI projects actually live or die. The workbook helps teams document integration choices, responsibilities, acceptance tests and evidence — the paperwork that governance frameworks demand and integration meetings usually skip.

What are the five steps?

The guide structures implementation in five moves:

• Select an integration suited to the workflow.
• Match capabilities with implementation safeguards.
• Establish identity, authority and evidence.
• Plan safe execution and recovery.
• Test the integration and examine supporting evidence.

Two of those steps deserve operator attention. "Identity, authority and evidence" means defining which agent may act, under whose permission, with what proof of action. "Safe execution and recovery" assumes agents will occasionally fail and requires a rollback plan before deployment, not after an incident reaches the front desk.

Why protocols, not chatbots?

The next phase of AI raises questions beyond chatbot quality, AIHA argues. When software can transact — modify a reservation, adjust a rate, trigger a service request — the decisions connect technology directly to the guest relationship and hotel operations.

Protocol selection is therefore an operational decision, not an IT preference. The wrong integration can expose property management systems, distribution channels or guest data to an agent with more authority than judgment. The guide's approach is to bind capability to safeguards at the selection stage rather than retrofitting controls after go-live.

That logic mirrors how hotels already handle other delegated authority. Nobody gives a new hire a master key and a blank P&L on day one. Agents, the guide implies, deserve similar onboarding.

Vouk credited the group effort behind the document. "The strength of this work comes from the people behind it," she said. "Different perspectives make the questions sharper and the work stronger. I am proud of what this team has contributed, and grateful that we can make it available to the industry free of charge."

What happens next?

The guide is free, which removes the usual excuse. Hotels evaluating agentic tools can use the workbook as a vendor interrogation script; vendors can use it to show their integrations were designed with accountability in mind.

AIHA says further open resources are part of its mandate, and the Alliance's governance framework plus this guide now cover both the policy layer and the implementation layer. The remaining gap is adoption — how many operators will actually work through five steps and document evidence before switching an agent loose on live guest data is the question the industry will answer over the next several booking cycles.