Last week, NYU School of Professional Studies (NYU SPS) Jonathan M. Tisch Center of Hospitality and Boston Consulting Group (BCG), published a report titled AI-First Hotels: Faster to Build, Leaner to Operate, and Richer in Customer Experience that highlights a clear trend: hotels are accelerating their adoption of AI across pricing, discovery, guest communication, and operations.
AI is being positioned as the next competitive advantage. It provides smarter pricing, better forecasting, automated guest journeys, and leaner teams.
And in many ways, that’s true. AI will absolutely reshape hospitality.
But there’s something missing from the excitement and buzz around AI.
AI amplifies whatever foundation already exists. And if the foundation isn’t solid, the results won’t be good.
The Discovery Shift Is Real
AI-driven discovery and booking experiences are changing how guests find hotels. Recommendation engines are becoming more dynamic. Pricing decisions are more automated. Revenue management systems are more predictive.
But every one of those tools depends on one thing: Clean, structured, reliable data.
If your underlying data is inconsistent across properties…
If your tax logic varies between systems…
If your PMS and POS categorize revenue differently…
If your accounting outputs require manual correction…
AI won’t solve the problems. In fact, it exacerbates them.
Labor Pressure Makes It Worse — and More Urgent
At the same time, hospitality continues to face labor pressure. This came up repeatedly on Q4 earnings calls, as I mentioned in last week’s post.
Teams are leaner. Finance departments are smaller. Operational staff are expected to do more with less.
In this environment, automation and AI sound like relief. And they can be, but only when the core systems underneath are aligned.
Otherwise, what happens?
- AI surfaces “insights” based on incomplete data.
- Forecasts rely on misclassified revenue.
- Financial dashboards require human correction.
- Teams lose trust in the tools meant to help them.
The result isn’t efficiency. It’s skepticism and uncertainty.
Infrastructure Is the Real Competitive Advantage
When I think about the innovation happening today in hospitality, I see who types.
- The visible kind — AI tools, dashboards, guest-facing automation.
- The foundational kind — data structure, accounting logic, system alignment.
The visible kind gets headlines. It’s sexy. It’s new. But the foundational kind, which never get attention, determines whether those headlines deliver real value.
So before AI can improve profitability, the financial backbone has to be solid.
Before predictive pricing works, revenue categorization has to be consistent.
Before labor optimization algorithms function properly, operational data has to align across properties.
In other words, AI has the promise of revolutionizing the industry, but it’s not a shortcut to discipline.
The Order Matters
First, you need structure. Then, you can automate. Then comes intelligence.
Many companies are trying to jump to step three without structure.
The hotels that win in the next phase of this industry will be the ones that respect the order. They will invest in clean, compliant, and unified data first. They will align PMS, POS, and accounting before layering on analytics. They will build foundations that scale across properties and countries.
AI is powerful but it can’t fix broken foundations. In fact, it amplifies what’s already there.
The future of hospitality will absolutely include AI. But the real differentiator won’t be who adopted it first. It will be who built the strongest infrastructure before they did.
