03.06.2026
Deploying AI-Generated Apps Securely to the Cloud: What Companies Must Watch
AI tools such as Lovable, Bolt, v0, Replit or Cursor have changed software development. An idea turns into a working app within hours, often without...
Your domain-specific pilot works, initial users or customers are joining and you want to keep developing with AI. WZ-IT reviews code and data paths, establishes Git, CI/CD, staging and production, and operates the infrastructure within the agreed scope.
Code, security, lock-in
Auth, RLS, secrets
Staging, deploy, rollback
Monitoring, CVE, updates
Companies worldwide trust WZ-IT
Many domain experts now build a working product with AI without having an in-house development team. Once initial customers, separate tenants, sensitive data, alerts or business-critical processes are involved, code, permissions, data paths and operations need to be reviewed as one system.
We do not take AI-assisted development away from you. Your team continues working on the product and pushes changes to the repository. WZ-IT can provide reviews, the deployment path, platform, monitoring, backups, updates and response in a co-managed model.
The risks rarely appear in the first click through the UI. They sit in data access, deployment, secrets, authorization and missing operations.
Auth, roles, row-level security, input validation and secret handling need a traceable review before real customer data is processed.
Builder hosting, Supabase Cloud, Replit deployments or Vercel workflows are convenient, but not automatically right for sovereign operations.
Production operations need Git discipline, environments, tests, monitoring, backups, updates and clear ownership - not just working screens.
Frontend, backends such as Supabase, external APIs, MQTT or IoT platforms can each work while tenant isolation, authentication or encryption between components still has gaps.
The entry point is deliberately auditable and clearly scoped. After that, we decide together whether hardening, migration, further development or operations is the next useful step.
Review code, data model, tenant isolation, secrets, dependencies and relevant data paths across frontend, backend, APIs and connected systems. The result is a prioritized action plan instead of guesswork.
Move code into a clean repository, separate environments, clarify data and auth dependencies and plan target operations.
OWASP-oriented fixes, correct permissions, secure secrets, rate limits, role model and robust validation at the critical points.
CI/CD, staging and production, tests, monitoring, logging, rollback and, for public apps, a review of rendering, sitemap, robots.txt, structured data and performance.
Co-managed development, patch and CVE monitoring, backups, uptime monitoring and incident response with a service level that can grow with user count and criticality.
We do not only take over Lovable projects. The question is whether code, data and operations can be moved into a controllable setup.
Lovable is strong for fast MVPs with React, Vite, Tailwind and Supabase. For production, we review auth, data access, RLS, secrets, deployment, SEO and the path out of platform lock-in.
Bolt accelerates browser-based prototypes. We move the application out of the WebContainer world into a traceable repository with real persistence, environments, deployment and operations.
v0 quickly delivers strong React and Next.js interfaces. We add backend, data model, auth, permissions, deployment, testing and operations so components become a product.
Replit is practical for prototypes and small tools. We migrate code, environments, database, secrets and deployment to controlled infrastructure with monitoring and maintenance.
Base44 can create fast business apps. We review code ownership, platform dependencies, data access and maintainability, then turn it into a controllable production setup.
The exact stack depends on the project. The target state is always the same: you own the source code, deployments are traceable, data is controlled and operations are measurable.
Take over or restructure frontend and app architecture cleanly.
Review data model, RLS, auth flows and self-hosting.
SSO, roles and central identity instead of ad-hoc logins.
European hosting with controllable deployment.
Traceable builds, staging, production and rollback.
Uptime, logs, updates, vulnerabilities and operations under control.
Your team can keep programming with AI and contribute changes through Git. Automated builds, tests and deployments move approved versions to staging and production. Depending on scope, WZ-IT operates the infrastructure and platform, monitors dependencies and CVEs, manages backups and monitoring, and responds under a service level aligned with criticality.
Clearly defined audit
The Production Readiness Audit covers auth, data, security, tests, deployment and operations and delivers a concrete action list.
Your team continues development
The AI Code Review Retainer combines recurring human reviews, prioritised findings and direct technical clarification without automatically bundling development or operations.
For professional secrecy holders
When a prototype will be used by law firms, healthcare organisations or other professional secrecy holders, WZ-IT connects production readiness, target architecture and managed operations.
After go-live or takeover
Managed Code Care combines dependency and CVE care, technical fixes and controlled releases. Ongoing development can be added as the second level.
Enquiry
Describe the product, its current state, initial users and the platforms involved. You can continue developing the application yourself with AI.
Provider-specific answers about Lovable, Bolt, v0, Replit, Base44, self-hosting, security and operations.
No. A working MVP is a good start, but auth, row-level security, secrets, dependency updates, deployment, monitoring and backups need review before real user operations.
Yes, if code and data can be exported cleanly. We review this in the audit, move the code into a repository and plan target operations with self-hosting, Supabase, auth and CI/CD.
Yes. The process is similar: review code and dependencies, define production architecture, add security and operations, and make the application maintainable.
A clearly scoped audit. After that, you know whether the app should be hardened, migrated, partially restructured or rebuilt in a targeted way.
Yes. Depending on the responsibility model, we operate infrastructure, deployment, monitoring, updates, CVE handling, backups and incident response while your team can continue developing the application.
Yes. In a co-managed model, the repository remains the shared working basis. You develop and push changes; reviews, automated tests and the agreed CI/CD path move approved versions to staging and production in a controlled way.
An early trial can intentionally remain lean. Once initial customers, separate tenants, sensitive data, revenue or business-critical alerts depend on the system, data paths, permissions, recovery and operations should be assessed systematically.
Yes. We review not only the visible AI-generated code but also authentication, tenant isolation, RLS, secrets, transport encryption and failure paths between frontend, backend, external APIs, MQTT or IoT components.
Yes, if the application should be publicly discoverable. For Lovable, v0 and Bolt, SEO depends heavily on the generated stack and deployment. We review rendering, metadata, canonicals, sitemap, robots.txt, structured data, Core Web Vitals and Search Console verification.
“WZ-IT moved our studio infrastructure from decentralised individual devices to a central platform: every site is securely connected via VPN, new devices are onboarded automatically and an entire site is provisioned from a template, without manual steps on location. What impressed me most is the breadth and depth of their knowledge: Timo and Robin are not a typical IT provider who sets up a server and leaves. The two of them think their way into highly complex infrastructure and software topics, work through every requirement we put in front of them, and build networking, provisioning and operations so that everything fits together in the end. WZ-IT is an excellent partner for complex software, network and architecture projects.”

Steve Kirchner
Managing Director, nextGYM GmbH

03.06.2026
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This page covers takeover and the path into production. Establishing the findings beforehand and continuous control afterwards are separate services you can add as needed.
Assess first
Review code, authentication, data, security, deployment and operations before takeover.
from €1,490 excl. VAT
View serviceSecure afterwards
After a confirmed baseline, regularly assess changes, CVEs and release risks.
from €990 excl. VAT / month
View serviceMaintain the application
Keep custom extensions, interfaces and dependencies controlled, updated and supportable.
from €699.90 excl. VAT / month
View serviceThree relevant adjacent paths instead of a long list of further products.
All prices are net and exclude statutory VAT. The offers are addressed to businesses.
View the overall systemWhether a specific IT challenge or just an idea - we look forward to the exchange. In a brief conversation, we'll evaluate together if and how your project fits with WZ-IT.