Guide

Data architecture

What the right data architecture unlocks for hotels

The TL;DR

From reducing manual work to scaling portfolios and improving marketing, these real customer stories show what hotels can achieve with a unified data architecture.

Data architecture isn’t something hotels think about every day. But it shapes almost everything they do.

Every reservation, guest interaction, rate change, payment, report, and marketing campaign depends on data moving accurately between people and systems. When that foundation is fragmented, teams spend more time reconciling information than acting on it. When it’s connected, the impact shows up everywhere.

The following stories show what unified data architecture looks like in practice, from reclaiming hours lost to manual reporting and scaling portfolios more efficiently to making faster, more confident decisions with connected data.


Fewer hours lost to reconciliation

The clearest, most immediate return on a unified architecture is time. Specifically, the time a team stops spending making systems agree with each other.

Bespoke Hotels felt this most acutely. Managing more than 50 independent UK properties, each running its own PMS with its own quirks, the revenue team was exporting static reports, rebuilding them in Excel, and emailing files that were already out of date by the time anyone read them. Moving the portfolio onto one real-time view changed what the team was able to spend time on. 

We’re saving 5–10 hours a week per hotel. With over 50 hotels, that time saving is enormous — and it finally lets my team be strategic, not reactive.

– Stephanie Carvell, Group Revenue and Distribution Director, Bespoke Hotels

Hotel 1550 in San Bruno, California hit a version of this same wall after already switching systems once. Operator Vipul Dayal had moved off franchise technology in search of more flexibility, but the replacement bundled stack scattered guest experience, revenue, payments, and websites across separate third-party tools. “I had to use different systems for everything — I probably had 10 tabs open,” he explains. Moving to a natively unified platform wasn’t a second attempt at the same fix; it was the fix the first move never actually delivered.


Best-of-breed doesn’t have to mean disconnected

A recurring assumption in hospitality technology is that choosing specialized tools means accepting fragmentation as the cost of doing business. Vacatia’s story is the clearest evidence against that.

Operating nearly 60 resorts and more than 11,000 units across a hybrid ownership-and-rental model, Vacatia runs on proprietary owner-management software that no off-the-shelf platform was ever going to replace (and didn’t need to). Instead of forcing a rebuild, Vacatia connected its existing systems to Cloudbeds through an open API, so owner decisions in its internal portal flow automatically into inventory management and synchronize with Cloudbeds in real time.

Our strategy has been selecting the best-of-breed technologies. We’re working with Cloudbeds for distribution, for the platform, and for the user experience.

— Kris Wallsmith, VP of Engineering, Vacatia

That’s the distinction between integration and unification, showing up as an actual engineering decision: the API didn’t just connect two systems, it kept two purpose-built systems reading from the same underlying truth.


Scaling without multiplying complexity

If fragmented architecture has a hidden tax, it’s paid every time a business tries to grow. Adding a property, a market, or a team member usually means adding complexity in direct proportion. 

Vacatia’s onboarding timeline shows the shift starkly. One of the company’s earliest migrations — a 53-room resort — took two and a half weeks offline. Last year, the team migrated a 4,000-room resort in four hours.

Jet Luxury Resorts, managing luxury properties across markets from Las Vegas to Costa Rica without ever being on-site, needed the same repeatable structure. Cloudbeds estimated a 30–60 day onboarding window; Jet Luxury went live in 16.

What I do here in Las Vegas, I also do in Costa Rica. What I do in Costa Rica, I also do in Hawaii. What I do in Hawaii, I also do in New York.

— Richard Brosal, President and Co-Founder, Jet Luxury Resorts

French Cowboys, restoring historic boutique properties across Texas Hill Country, measures the same effect in headcount rather than hours. Scaling from a handful of properties to seven distinct, individually designed hotels, co-founder Franklin Dusserre puts the value plainly: a platform that “allows us to operate like a much larger hotel group while staying lean.” New staff reach full confidence on the system in two to three days, which is time that goes back into restoring properties and running the business, not learning software.

Grupo Catedral, managing 500 rooms across Mexico City with a new 69-room tower underway, faced a similar problem, but from the operations side: a national management system that couldn’t keep pace with expansion, and no way to differentiate pricing and reporting cleanly between an established hotel and a brand-new one under the same roof. Centralizing onto one platform solved both problems as a single decision rather than two separate ones.

Cloudbeds allows us to control multiple properties with ease, which helps to have better processes, better internal reports, and make better decisions.

— Francisco Santoveña Domenech, Director of Operations, Grupo Catedral

Commercial Director Rodrigo Valle adds the detail that matters most for a group planning to keep growing: “We wanted flexibility and a system where if we wanted more channels in the future, it would not require a personalized integration.” That’s the group-level architecture argument showing up as an actual buying decision — a platform that scales by adding properties to one shared foundation, not by commissioning a new integration project every time the portfolio grows.


When the platform itself was the ceiling

Sometimes fragmentation isn’t the problem. Sometimes the problem is a single system too slow and too limited to support the strategy a business already knows it wants to run.

That was BAWA Hotels & Leisure’s situation in Mexico’s competitive Yucatán Peninsula market. Commercial Director Ulises Cobos inherited a basic, local PMS that was functional but couldn’t keep pace with a market where daily rate adjustments matter. “For me to enter and see an occupancy calendar could take 10 to 15 minutes to load,” he recalls. Strategic revenue management is nearly impossible on a system where the basic act of checking availability eats a quarter of an hour.

Rather than switch immediately, Ulises and BAWA’s leadership made a deliberate call: push the existing system to its absolute limit first, and only invest in something more capable once that ceiling was undeniable. A year later, the data made the case for them.

The results after migrating arrived within the first month:

We had projected 7% year-over-year growth for March at our Casa Lucía hotel. In the first month, by just manually following the suggestions from Cloudbeds, we achieved 18% growth. It was a very pleasant surprise.

— Ulises Cobos, Commercial Director, BAWA Hotels & Leisure

That 18% growth came alongside occupancy rising from 78% to 81%, ADR climbing from $92 to $109, and RevPAR from $74 to $87 — and the improvement wasn’t a one-time spike. Casa Lucía sustained record net income for five consecutive months afterward, and the group rebalanced its distribution mix to a healthier split across OTAs, agencies, and direct bookings in the process.

None of this required a new revenue strategy. The strategy Ulises wanted to run had existed the whole time, but what changed was whether the system underneath could execute it fast enough to matter.


From data to decisions, without the lag

A unified architecture’s real payoff is how fast visibility turns into action.

At Hotel 1550, that showed up almost immediately. After spotting Taiwan as a top source market inside Cloudbeds’ reporting, Vipul built a localized landing page in minutes,  a task that previously required external support and weeks of lead time. The same real-time visibility let his team launch a targeted email campaign to top source markets that generated a 34% open rate and $1,026 in revenue from a single send.

Bespoke’s revenue managers gained the same kind of immediacy on the marketing side. Instead of waiting on a central marketing queue, they can now spot a need period and launch a campaign the moment they see it. One property, Dumbleton Hall, used this to break a years-long dependency on flash-sale platforms entirely, replacing it with direct, targeted campaigns built on its own reactivated guest database.

French Cowboys built a version of this loop for marketing spend specifically — what co-founder Franklin Dusserre calls a “closed-loop growth engine,” where guest data flows directly into the CRM and back out into campaign decisions. “It allows us to see the real return on every dollar we spend.”


Guardrails you don’t see until you need them

Not every architecture win is about speed. Some are about the risk that disappears when data and workflows are handled by one system instead of stitched together across several.

One of Jet Luxury’s biggest operational headaches was disputes. Payment processing spread across a growing, borderless portfolio meant chargebacks were a constant drain. Consolidating payments into the same platform that handles reservations and guest communication cut credit card losses by more than 70%.

They handle disputes. We’ve reduced credit card losses over 70 percent. That’s something most people don’t even think about.

 — Richard Brosal, President and Co-Founder, Jet Luxury Resorts

That’s the kind of return that never shows up in a features comparison, because it isn’t a feature. It’s what happens when payments, reservations, and guest identity all reference the same record instead of reconciling after the fact.


The foundation this was always about

Every hotel and group featured here was trying to accomplish something different. Grow a portfolio. Improve commercial performance. Modernize operations. Deliver a better guest experience. Build around a unique business model.

What they all discovered was the same thing: ambitious goals require the right foundation.

The biggest improvements didn’t come from adding another system or another feature. They came from moving to a platform with a unified data architecture that allowed every part of the business to work from the same connected information.

As hotels grow, so do the demands they place on their technology. The platforms that keep up aren’t just adding more capabilities—they’re built on a foundation that allows those capabilities to work together.

See what a unified architecture unlocks.

No matter what your hotel is trying to achieve, see how a unified data architecture provides the foundation to make it possible.

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