Support for projects built with AI
We turn a prototype built with AI into a system the company can rely on: on a server, with backups, login and 24/7 support. No rewrite, and nothing that already works gets lost.
- A review with a price for each point in a few days
- Usually no rewrite of the application
- You develop it, we are responsible for it running
More and more companies build applications themselves, with the help of AI. The prototype appears quickly and stops on the laptop, because what comes next is what AI will not handle on its own. Taking an AI-built application to production is our role: we add the backing and take responsibility for it working.
What we add to what you have
Six things a prototype usually lacks, and without which it cannot be handed to people.
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Server, domain, environments
Production and test on our servers in the EU or on yours. Domain, certificate, versioned deployments.
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A database with backups
Data from files and test databases goes into a database with backups, indexes and access control. With a restore test.
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Login and permissions
Company login, roles, encryption, secrets kept out of the code.
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Integrations with the company
ERP, warehouse, GPS, sensors, payments, email. The prototype starts talking to the systems the company uses.
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A mobile version
From the web version we make an Android and iPhone app, for the stores or for distribution inside the company.
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Monitoring and 24/7 support
We see an outage before a user reports it. Backups, updates, GDPR and a processing agreement on our side.
Who it is for
Companies that made an internal tool and want to give it to employees. Owners who built a product and want to sell it, so they need stability, login and payments. Teams that got stuck on deployment, integration or security and do not want to start over.
It does not matter what the prototype was built in or whether the code is pretty. What matters is whether it does what the company needs. The rest can be put in order.
The prototype review, where we start
We look at the code, architecture and data. We say plainly what is fit for production as is, what needs fixing and what should be rewritten, with a price for each point. You get a list, not an opinion. The review is paid, and its cost is credited against the rollout.
What stays with you, what we take
Development stays with you: you keep building with AI, at your own pace, in the tool the project was built in. With us are the environment, database, access, backups, monitoring and the response when something goes wrong. We write the boundary into the contract. When a feature goes beyond what can be built with AI, we add our developers for an agreed scope.
Only just starting to build?
If your people want to build their own tools with AI but do not have a prototype yet, it is better to start with an environment and rules.
Example scenario
A job panel built by a service manager
A service manager at an installation company built a job panel for his crews with AI: a list of jobs, photos from the site, the customer's signature. It ran on his laptop. After the review we left the application almost unchanged: the data went into a proper database, company login, backups, monitoring and an invoicing integration were added. The panel runs on our servers, and the manager keeps developing it himself.
How it goes
Three steps. After the first one you know where you stand.
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Prototype review
Code, architecture, data. A list with a price for each point. The review cost is credited against the rollout.
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Production launch
Environment, data migration, security, integrations. Tests with you, then launch.
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Operations and development
You develop with AI, we run the environment and add hands when needed.
- ISO/IEC 27001
- Servers in the EU
- 24/7 support
- About 20 specialists
Compliance
We work on client applications within our ISO 27001, also when the code was written outside our team. Data stays in the EU, with you or on our servers, with a processing agreement and audit logs. We design the environment for GDPR, NIS2 and the AI Act, and AI models on data that must not leave the company are switched to local ones.
Frequently asked questions
Do we have to rewrite the application from scratch?
Usually not. Most prototypes can go to production once data, access and configuration are put in order. We rewrite only the parts that will not carry many users or create a risk, and we say so after the review.
Can we keep developing it ourselves?
Yes. You get a test environment and a simple way to push new versions to production. We make sure a change does not break the database or access.
What if we built it in Lovable, Replit, Cursor or Bolt?
We work with applications from these tools every day. We export the code or connect the repository, move the data into a database under our control and take hosting onto our servers. You can keep developing the project where it was built.
Where will the data be?
On our servers in the EU or on your server. We sign a processing agreement, and access follows from roles and is logged.
How long does it take, and do you support vibe-coding projects?
The review takes a few days, taking a simple internal application to production takes weeks. Vibe-coding projects are most of what reaches us, and this service was built for them.
See also
- AI rollouts in the companyYour people build their own tools with AI, we provide the environment, data and security.
- Infrastructure for AIServers, databases and access to AI models in the EU for a team that builds on its own.
Related services: DevOps and application servers · Application security testing · 24/7 IT support for companies
Let us talk about your project
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