notitur.com July 25, 2026
Hotel TechnologyPublished July 25, 20261 min read

Your hotel doesn't have an AI problem, it has a structure problem

JSBy Joan SanzCurated by Joan Sanz. · July 25, 2026 · Follow on LinkedIn
Voice reading · ~1 min

When we talk about AI in hotels, everyone looks skyward expecting machines to solve occupancyOccupancyOccupancy is the percentage of rooms sold out of those available over a period. It is one of the three basic metrics alongside ADR and RevPAR. On its own it says little, because filling the hotel by giving rooms away... and pricing problems. But according to sector analysis, the real bottleneck isn't the algorithm: it's your organizational chart.

Blame a 1967 law nobody remembers. Melvin Conway discovered that organizations tend to design systems that replicate their own communication structure. In hotels, this translates to a mess: each department uses its own software, data lives in separate silos, and when AI arrives, it finds fragmented, disconnected information. Revenue management with its PMSPMSThe property management system is a hotel's core software. It handles reservations, check-in and check-out, room assignment, billing and the status of every stay. It is the operational heart that most other tools plug..., marketing with its CRMCRMA CRM is the system where the hotel stores and works its guest relationships: history, preferences, campaigns and communications. It is used to build loyalty, win back past guests and personalize the stay. Used well i..., operations with its disconnected stack. The machine can't think if the data is divorced.

The good news is solutions exist. iPaaS platforms can connect those parallel worlds for a monthly cost ranging from tens to thousands of euros, depending on scale. But here's what matters: before investing in AI, decide what data you actually need and how to unify it. It's not about hitting the highest RevPARRevPARRevenue per available room blends price and occupancy into one figure. You get it by multiplying ADR by occupancy, or dividing room revenue by the rooms available. It is the headline metric for hotel performance. (that comes later). It's about building an architecture where information flows. Whoever solves this first will have intelligent machines. Everyone else will have pretty chatbotsChatbotA chatbot is a program that converses with the guest by text or voice to solve questions or guide a booking. The old ones followed rigid scripts, today's use language models and sound natural. Done well it takes load... sitting on useless piles of data.

Quick questions

What is Conway's Law and how does it affect my hotel?
Conway proved in 1967 that technology systems replicate the organizational structure of those who create them. In hotels, this causes fragmentation: each department with its own software, isolated data, and when AI arrives, no integration is possible.
What's the real problem: AI or systems?
Neither. The real problem is organizational. AI needs unified data to function. If your departments use disconnected systems, the machine will never have clean information to learn from.
How much does it cost to connect my systems with iPaaS?
It varies widely depending on size and complexity: from tens to thousands of euros per month. But before spending, define what data you actually need to integrate for strategic decisions.
Should I replace all my systems at once?
No. The key is deciding what data to capture and unifying it progressively. Start with critical data (reservations, revenue, occupancy) and expand from there, rather than changing everything overnight.
Which hotels benefit most from fixing this?
Any property with over 100 rooms and complex operations. But even boutique hotels gain from a 360° view of guests and integrated operational data.

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