
By Benjamin Daniel, Senior Analyst, Hotel Operations at Virgin Voyages.
How Virgin Voyages built 8 production AI apps in 30 days, transforming itinerary planning, crew management, and guest operations without a single traditional developer.
Watch how the Virgin Voyages team built it:
The Challenge
Cruise operations are incredibly complex. Not only does a cruise ship need to do everything a hotel does, it also needs to do everything several restaurants do...and everything an entertainment venue does, and some of what a doctor's office does, and run a power plant, and a desalination and wastewater plant, and oh yeah, it moves all over the world!
In short, we have, arguably, the most complex operations of any business. This makes the industry an amazing candidate for software solutions. So much data that needs to come together. So many things that need to be tracked. So much business logic that can be codified. Just imagine the dashboards!
But cruise software is nowhere to be found. Or, it exists only as legacy systems that feel like they haven't been updated since Tamagotchis were popular.
Why the software dearth? Because cruise operations are so unique, potential software solutions don't translate well to other industries. And because there are a limited number of cruise operators, revenue potential is limited. Put simply, no one is trying to become a billionaire by starting a cruise tech empire. That leaves cruise operators with two options: buy something off the shelf and heavily customize it, or build it yourself.
Either option requires extensive development teams, significant capital investments, and a lot of time. A typical enterprise internal tool project costs $100,000-$500,000 and takes 6-12 months before a single user touches it. And the complexity of operations leads to communication breakdowns between business owners and technical teams, resulting in even longer, more expensive development cycles or solutions that are poor fits. Often by the time you finish developing something, operations or technology have changed and the solution is already incomplete or outdated.
So, tech debt became the norm. You got used to it and figured out how to do crazy workarounds with spreadsheets that they were never meant to do.
The Solution
But what if creating internal tools could be different? What if every business team could create apps that meet the needs of their specific functions?
From a cruise perspective, the food and beverage teams could develop solutions for restaurant and bar operations, the marine and technical teams could create systems for fuel efficiency, safety, and emission reporting, and the hotel team could create apps to support housekeeping and guest services. Wildly different, complex operations that could have custom apps and systems developed by the subject matter experts who own them.
Sounds great in theory, but there's an issue. This kind of development would require people with both full stack technical know-how and operational expertise. This mix isn't just rare, it's practically nonexistent.
Enter AI. Suddenly, vibe coding removes the technical barrier. Now, a subject matter expert only needs to be able to describe what they want, and an agent can cover the technical gap and create the code.
But what about governance? Sure, there are cool vibe coding platforms like Replit, Lovable, or Base44. But in practice, those are more for proof of concept development and not designed for internal enterprise tools. They don't connect well to existing data and systems, and they don't have guardrails.
Enter Superblocks. Not a low-code platform, not a wild west vibe coding tool, a real solution for internal tool development that balances centralized governance with democratized development. You set up the platform, hook it up to your enterprise tools and data sources, and chat with their Clark AI agent in all its koala bear glory to start building apps. Solutions that used to take a development team months to build can now be completed by a semi-technical business owner in weeks or even days.
At Virgin Voyages, this meant connecting directly to our existing Google Cloud infrastructure — BigQuery, Cloud SQL, and Cloud Storage — without any of the data leaving our secure environment.
IT is happy because data sources and development are properly controlled and monitored while business teams are happy because they can rapidly build real software solutions to their specific needs.
Not a low-code platform, not a wild west vibe coding tool — a real solution that balances centralized governance with democratized development.
The Results
I was able to put vibe coding with Superblocks to the test at Virgin Voyages. We organized a Center of Excellence with several semi-technical analysts from around our operational teams. Not coders, business owners who were comfortable with data in spreadsheets and data visualization tools.
We did a short, two-day training to learn how to use Superblocks, and to learn how to properly structure the data and visual layers of apps. Then we let our ten app builders loose for a month to build high priority projects.
The results? Incredible.
In this month we were able to create over eight high-impact solutions. From a BigQuery GUI that democratized data and put insights into the hands of our operational teams — no SQL needed — to several tools to organize crew data, track shore excursions, and more.
Probably the most impressive tool was an itinerary planning app. This app enables our destination team to dynamically build new voyage itineraries. From simple drag and drops and dropdown selectors, they choose the order of ports, sea days, and arrival and departure times. As they make these selections, the app dynamically calculates marine requirements, and several revenue and cost metrics for the itinerary. They can now easily construct port visits and itineraries and see the viability and commercial impacts of different choices.
It is an incredible upgrade from the mess of spreadsheets, countless meetings, and disparate data they need to use currently to do the same process. And this was built in just a few weeks by three semi-technical users — while they were also building other apps and covering their normal responsibilities.
What we've been able to do with vibe coding internal tools is the magic we've been promised from AI the past several years. But this isn't smoke and hype — it's actual results.
The Takeaway
This is an actual story of how AI can drive measurable results in a real business. To me, what we've been able to do with vibe coding internal tools is the magic we've been promised from AI the past several years. But this isn't smoke and hype, it's actual results.
And it's just the beginning. Looking at what we were able to build in a month, our teams have gotten so excited. We've looked beyond a few one-off apps and started envisioning an entire internal platform of custom applications that we build out over the next few years.
Our business teams can now own their software solutions. They create the apps they need to supercharge their areas. And it is dynamic — as our business changes and evolves, we can create or update our apps rapidly to evolve with it.
The Center of Excellence model we used — a small group of semi-technical business owners trained to build for their teams — is replicable for any organization running complex operations, whether that's another cruise line, a logistics company, a hospital, or a manufacturer.
In summary, I've watched AI vibe coding enable us to revolutionize many of our operations in one of the most operationally complex businesses there is. And I can't wait to see what we build next.
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production apps built
days to build them
semi-technical builders
traditional developers
high-impact solutions shipped
training to get builders productive
SQL experience required
See the full Virgin Voyages customer story, including the apps they built and how their teams use them.

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