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Section 203 managed hosting for AI-generated software

WZ-IT assesses and migrates applications from Lovable, Bolt, Replit, Vercel or similar development environments into an isolated target environment in Germany. Your team keeps developing with its familiar AI tools; WZ-IT operates the infrastructure, deployment path and, where agreed, the application.

  • AI Code & Production Readiness Audit
  • Migration from Vercel and app builders
  • Managed or co-managed
  • German providers, no third-country transfers
Reviews
Cloud Wolke HerausforderungServer NachhaltigkeitIT Beratung Service Consulting SoforthilfeTimo Wevelsiep Robin ZinsExperten für Innovation Migration AWSHetzner Hosting zuverlässig

Companies worldwide trust WZ-IT

  • Stadtwerke Brühl
  • DGHO e.V.
  • ABCO Water Systems
  • Golem.de
  • EVADXB
  • nextGYM
  • AInergy
  • ml&s
  • Odiseo Solutions
  • Annota
  • ARGE
  • SweetConnect GmbH
  • Aphy AG
  • CORGOS
  • Rekorder
  • SolidProof
  • Yonju
  • Keymate
  • Paritel
  • Mr. Clipart
  • Millenium
  • Negosh
  • Führerscheinmacher
  • Boese VA
Read client reviews

Typical starting points

Typical AI software projects

The service can begin before first go-live or with an application that is already in use.

  • Lovable app for a law firm

    Frontend and backend already exist but need to be separated from the rapid development setup, assessed and operated in a controlled environment.

  • Internal AI workflow in healthcare

    A custom-generated application processes confidential content and needs clearly separated user roles, data paths and operational access.

  • SaaS provider expands its market

    An existing platform is being offered to professional secrecy holders and needs a suitable hosting and operating path.

Service structure

Checks before production operations

A working frontend says little about security boundaries, data model, recovery and operability. These areas are assessed separately before go-live.

  • Code and dependencies

    Understand repository, build, libraries, generated components and external services and deploy them reproducibly.
  • Identity and data access

    Review login, roles, tenant separation, RLS, service keys and administrative paths against real user journeys.
  • Deployment and change

    Separate development, test and production, manage secrets and deploy changes with approval and fallback paths.
  • Operations and recovery

    Align monitoring, logging, backups, restore, updates and incident paths with application criticality.

Operating model

Separate application development and operations

Your team can continue developing the application with AI tools and push changes to the Git repository. WZ-IT operates the target platform and automated deployment path with agreed review, approval and rollback procedures.

Prototype state

Prototype state

  • Direct deployment from the development tool
  • Production secrets in a small set of environment variables
  • Unreviewed roles, data paths and dependencies
  • No documented restore or update path

Production process

Production process

  • Versioned code and reproducible build
  • Separated environments and controlled secret management
  • Reviewed permission and data paths
  • Monitoring, backups, rollback and controlled change

Managed operations

Service scope for AI-generated applications

The actual effort depends more on architecture and integrations than on the AI builder used.

AI software under managed operations
  • Production readiness

    Assess codebase, architecture, dependencies, authentication, data model and critical user journeys before operations.

  • Target platform

    Move frontend, backend, database, storage and external services into a suitable cloud, private-cloud or hybrid architecture.

  • CI/CD and environments

    Set up reproducible builds, staging, approvals, deployments and rollback for controlled development.

  • Security baseline

    Secure secrets, headers, network exposure, roles, logging and the technical attack surface.

  • Data and migration

    Move database, storage, auth users and connected services through a test run and defined cutover.

  • Ongoing operations

    Monitor, back up and update application and platform and respond to incidents under the agreed service level.

Approach

Assessment, migration and ongoing operations

The lifecycle combines technical assessment, migration path, target environment, Section 203 addenda and responsibility for deployments and operations.

  1. 01

    Review repository and architecture

    Record code, services, data model, auth, storage, secrets and external dependencies.

  2. 02

    Define the production target

    Design environments, network, identities, backup, monitoring and operational boundaries.

  3. 03

    Move and test the application

    Make build and deployment reproducible, migrate data and validate core journeys in staging.

  4. 04

    Go live and take over operations

    Agree cutover and fallback, complete Section 203 addenda across the participating chain and start managed or co-managed operations.

What we need to know about the app

  • Development tool and repository status
  • Frontend, backend and database technologies
  • Login, roles and data types processed
  • External APIs, AI providers and other integrations
  • Current deployment path and desired go-live
  • Repository access is only required after agreeing the assessment scope. A short technical description is sufficient for the enquiry.

Frequently asked questions about the Section 203 Managed Cloud

Operating models, applications, infrastructure and contractual integration

Reviews & projects

Client feedback and projects worldwide

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 KirchnerManaging Director, nextGYM GmbH
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International

Built in Germany's Ruhr Valley. Running worldwide.

WZ-IT designs, develops and operates infrastructure and software for clients in Germany and internationally. We deliver projects remotely and continue supporting them in ongoing operations after go-live.

Selected projects

Read client reviews

  • Secure your Proxmox & backup setup
  • Modernize your infrastructure - sovereign
  • Plan a sovereign open-source stack
  • Integrate a local AI solution
  • Modernize your legacy software
  • Cut cloud cost - up to −81%
  • Build a high-availability Proxmox cluster
  • Virtualize with Managed Proxmox
  • Design an open-source AI architecture
  • Get collaboration fully managed
  • Ship your prototype to production
  • Connect sites and clusters securely

Enquiry

Request an assessment for your AI-generated application

Describe the tool, technical state, target users and required operating model. We propose the appropriate assessment and production path.

  • Straight with Timo and Robin - no sales team, no pitch
  • An honest take, including when we are not the right fit
  • Concrete next steps for infrastructure, software or AI

No risk: worst case, you leave with a clearer understanding of your project than before.

Timo and Robin, founders of WZ-IT

What stage is the application at?

Choose the next step that currently fits best.

The enquiry is non-binding. Technical outline information is sufficient for the initial assessment. Please do not submit client, patient or other confidential content data.

WZ-IT's advice on our Azure migration was technically sound and completely non-binding right from the intro call - we took away a great deal.
Jakob ÖschlbergerInno7 GmbH