Can a prototype built with AI tools be made production-ready?

Yes. Many apps built with AI coding tools or vibe coding can be prepared for production with proper security checks, infrastructure configuration, and architecture improvements. This process helps turn a fast prototype into a stable, launch-ready product.

What should be checked before launching an AI-built app?

Before launching an AI-built product, teams should review infrastructure configuration, authentication flows, API exposure, data storage, and GDPR compliance. These checks help ensure the product is production-ready and secure.

What security risks exist in AI-built or vibe-coded applications?

Common risks include exposed environment variables, unsecured APIs, public database access, and missing authentication controls. These issues often appear in quickly built MVPs created with AI coding tools or app builders.

Is it safe to launch an app built with AI tools or vibe coding?

Many AI-built or vibe-coded apps work well as prototypes but may expose risks before launch. Common issues include exposed API keys, insecure authentication, or misconfigured databases. A launch readiness review ensures the app is secure, stable, and ready for real users.

What qualities do you look for in new team members?

Proactivity, ownership, collaboration, and a drive to build meaningful digital products.

How often does the team meet in person?

We host an annual offsite, regular team events, and encourage visits between our hubs with a dedicated travel budget.

How does MVST support career growth?

We provide a career development budget, mentoring, and opportunities to work on innovative projects that expand your skill set.

Do I need to speak German to work at MVST?

No. Our company language is English, though some roles may require German depending on the project.

How do you ensure product quality?

Through iterative reviews, rigorous testing, and close client collaboration at every stage.

Do you work with companies outside Germany?

Yes. With teams in Munich, Barcelona, and remote offices worldwide, we collaborate with partners across Europe, the US, and beyond.

What project sizes do you usually take on?

From lean MVPs to enterprise‑scale platforms, we adapt our teams and processes to your project’s scope.

How do you future‑proof the systems you build?

By using modular architectures, flexible APIs, and partner tools that adapt to new technologies, keeping your platform ahead of the curve.

What makes your approach to partnerships different?

We only work with providers we’ve vetted through real‑world projects, ensuring reliability, security, and long‑term adaptability.

Can MVST work with my existing tools or legacy systems?

Yes. We can integrate, upgrade, or rebuild around your current systems to create a modern, scalable ecosystem without disrupting operations.

How do I know which technology stack is right for my business?

We run a tailored analysis of your goals, workflows, and future plans to recommend the most sustainable tech stack, not just what’s trending.

Can you advise me if I don’t know whether I need a website, app, or full platform?

Yes. We analyze your business goals and help define the right format before you commit to building.

My company has limited technical expertise. Can you guide us through the whole process?

Yes. We simplify complex tech decisions, handle implementation, and keep you involved without overwhelming you with jargon.

How quickly can MVST deliver an MVP?

Depending on scope, we typically deliver a functional MVP in 4–8 weeks, with room for iterative scaling based on real user feedback.

How do you ensure a new digital product actually meets user needs?

We use user testing, data‑driven UX optimization, and real‑time feedback loops throughout development to validate every step.

How do you make sure a solution is future‑proof as my industry evolves?

We design modular, scalable systems that can evolve, making it easy to add features, integrate new tools, and stay ahead of industry changes.

How do you balance industry‑specific needs with creating scalable products?

We design modular systems, solving your unique challenges today while ensuring your product can grow and adapt to future demands.

What if my product needs to comply with strict regulations?

We’re experienced in regulated sectors like healthcare and finance, ensuring compliance with industry standards and legal requirements.

How do you approach projects in industries you haven’t worked in before?

We bring cross‑industry insights and proven frameworks, using lessons from other sectors to create innovative solutions for yours.

Can MVST stay on board after launch?

We offer ongoing support, continuous development, and scaling to help your product grow with your business.

Will we get a dedicated point of contact?

Yes. Every project has a dedicated product manager or team lead to keep communication clear and progress transparent.

Ghida El BadriApril 09, 20261 min

Table of Contents

Die Leistungen
Die Herausforderung
Die Lösung
Die Ergebnisse
Sie möchten etwas Ähnliches umsetzen?

Articles

Revoscan - Von Rohdokumenten zu klar verständlichen Patientenberichten

Ghida El BadriApril 09, 20261 min

Table of Contents

Die Leistungen
Die Herausforderung
Die Lösung
Die Ergebnisse
Sie möchten etwas Ähnliches umsetzen?

Revoscan Report Automation ist live.
MVST hat eine vollständig automatisierte, mehrsprachige medizinische Reporting-Pipeline umgesetzt, die bestehende klinische Dokumente in klare, patientenfreundliche, gebrandete PDFs überführt - ohne ein einziges medizinisches Wort zu verändern oder neu zu schreiben.

Die Leistungen

Automatisierte Pipeline für medizinische Reports
Gebrandete, patientenfreundliche PDF-Berichte
KI-gestützte, mehrsprachige Übersetzungen
Sichere Server- und VPN-Integration
Neu gestaltetes Report-Layout für bessere Verständlichkeit

Die Herausforderung

Revoscans medizinische Reports enthielten hochwertige klinische Inhalte, waren jedoch für Patient:innen schwer verständlich und nicht für eine konsistente, skalierbare Ausspielung über mehrere Sprachen hinweg ausgelegt. Ziel war es, Klarheit, Struktur und Zugänglichkeit zu verbessern - ohne medizinische Verantwortung, Inhalte oder bestehende Workflows zu verändern.

Die Lösung

MVST hat das Report-Erlebnis rund um Automatisierung, Klarheit und Vertrauen neu gedacht und dabei eng mit Ärzt:innen zusammengearbeitet, um die klinische Integrität in jedem Schritt sicherzustellen.

Automatisierte Umwandlung von Word-Dokumenten in gebrandete PDFs
Klar strukturiertes Layout, optimiert für die Lesbarkeit aus Patientensicht
KI-gestützte Übersetzungen im großen Maßstab
Sichere technische Anbindung an die Revoscan-Server
Enge Feedback-Schleifen mit medizinischen Stakeholdern

Die Ergebnisse

Entstanden ist ein produktionsreifes Reporting-System, das das Verständnis auf Patientenseite deutlich verbessert und gleichzeitig medizinisch präzise bleibt.

Vollautomatisierte, mehrsprachige medizinische Reports
100 % der medizinischen Inhalte stammen von Revoscan
Nahtlose Integration in bestehende Workflows
Starker Fokus auf Patient:innen, ohne medizinische Vereinfachung
Kundenzufriedenheit: 10/10

Sie möchten etwas Ähnliches umsetzen?

Wenn Sie an Healthcare-Infrastruktur, medizinischem Reporting oder KI-gestützter Automatisierung arbeiten und komplexe Prozesse klar und skalierbar gestalten möchten, sprechen Sie mit uns.

👉 Kontaktieren Sie unser Team hier

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Our Newsroom features expert perspectives, practical guides, and real-world case studies that help you design, build, and scale digital products that stand out.

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Die Leistungen

Die Herausforderung

Die Lösung

Die Ergebnisse

Sie möchten etwas Ähnliches umsetzen?

Revoscan - From Raw Medical Documents to Clear Patient Reports

Welcome to MVST, Inés

Do You Need a Developer After Building with AI Tools?

Friends of Figma MunichConnect, collaborate, and stay up to date with our events.