Operationalize
Your Vibe-coded App

Your prototype proved the idea. We'll turn it into a production system your business can run on.

AI app builders and no-code tools make it possible to go from idea to working app in days. That's a real win: your team can click through it, stakeholders can see it, and users can tell you what they need. But the foundation that got you to a prototype wasn't built for real users, real data, and real requirements like compliance, accurate calculations, and years of historical records.

We keep what's working in your vibe-coded app, including the screens and workflows your users already like, and build the secure, reliable foundation underneath it that production demands.
Prototype Assessment & Risk Review

Prototype Assessment & Risk Review

We review your app's code, data, and dependencies to show you exactly what you've built. Our software composition analysis tools and agentic workflows surface hidden risks, like vulnerable or unverified packages and open-source licensing issues, and define a clear scope for what production will take.

Production Backend & Architecture

Production Backend & Architecture

We keep your front end wherever it makes sense and rebuild what's underneath: custom APIs, a database designed for data integrity and audit trails, and the business logic and calculation engines your workflows depend on.

Data Migration & Systems Integration

Data Migration & Systems Integration

We bring your historical records into the new system, validate them for accuracy, and connect your app to the platforms you already use, like your ERP, CRM, or accounting software.

What a production-ready foundation gets you

A Fully Functional Production System

Your app is ready to go live. It can handle real data, real users, real stakes. No more workarounds.

Preserved Investment

Your prototype wasn't wasted. The UI your team refined, the workflows your users validated, the confidence your stakeholders built. All of it carries forward.

Known Scope

Because you already have a working prototype, we're not building blind. We know exactly what you need. We can estimate accurately, plan realistically, and deliver predictably.

Compliance-Ready

Whether you're managing government contracts, healthcare data, financial records, or sensitive customer information, your new backend is built to handle the requirements your industry demands.

Built to Grow

A production backend means you can expand features, add users, integrate with other systems. Your app can grow with your business instead of collapsing under its weight.

Faster Time to Market, Lower Total Cost

Building from scratch takes months longer and costs significantly more. We accelerate your already-validated prototype to market faster and cheaper, freeing your team to focus on growth instead of maintaining a fragile system.

"This is a big day and a huge milestone! Two years ago we were sitting through vendor demos trying to make our operations fit someone else's software. Today we have a production platform built around how this department actually works, and it belongs to us! Red Hawk took a vibe-conded MVP and turned it into something we can stand behind!"

Thomas L., Director, Government Office

Trust Our Technology Stack

The technologies we work with on a regular basis so you don't have to.

Frontend

  • Blazor
  • Nativescript
  • Typescript
  • Vue.js
  • Flutter
  • HTML
  • CSS
  • JavaScript
  • jQuery
  • Maui
  • Unity
  • Xamarin

Backend

  • .NET Framework
  • .NET Standard
  • .NET Core
  • PHP
  • MSSQL Server
  • MySQL
  • Firebase
  • Puppeteer
  • Node.js
  • Blazor
  • Laravel

Dev Languages

  • C#
  • C++
  • Cobol
  • Google Apps Script
  • Java
  • JavaScript
  • Kotlin
  • Perl
  • PHP
  • Python
  • Swift
  • VB
  • VB.Net
  • VBA
  • Objective-C

AI Platforms

  • AI-Enabled IDEs
  • Gemini
  • ChatGPT
  • Claude
  • Copilot
  • Pieces

CMS

  • DotNetNuke
  • Magento
  • OctoberCMS
  • Wix
  • WordPress
  • nopCommerce

UX Design

  • Miro
  • Adobe
  • Figma
  • Sketch

Project Management

  • Azure DevOps
  • Jira

Mobile Platforms

  • Android
  • iOS

BI Platforms

  • Google Data Studio
  • Microsoft Power BI

Cloud Infrastructure

  • Azure
  • AWS
  • Google Cloud

Payments

  • Bill.com
  • Payrix
  • Stripe

Containers

  • Docker
  • Kubernetes

HCM

  • Paycor
  • ADP

RPA

  • OpenRPA
  • UiPath

CRM

  • Dynamics CRM
  • HubSpot
  • Salesforce

API Technologies

  • GraphQL
  • REST
  • SOAP

ERP

  • Dynamics AX
  • Epicor
  • SAP

Messaging Services

  • Firebase
  • SendGrid
  • Twilio / MessageBird

Frequently Asked Questions

What happens after launch?

We stay with you. Red Hawk provides ongoing enhancements, maintenance, and support, so your app stays secure and keeps evolving as your business changes.

What does it mean to operationalize a vibe-coded app?

It means turning a prototype built with AI or no-code tools into a production system that can handle real users, real data, and real business requirements. That usually includes a new backend, a database designed for integrity and compliance, reliable business logic, integrations, and security.

Do we have to throw away our prototype?

No. In most cases we keep your interface and the workflows you validated, then rebuild the foundation underneath. Your prototype becomes the blueprint for the production system.

How do we know if our app is ready for this?

If you need to import historical data, meet compliance or audit requirements, run calculations that must be accurate, connect to other business systems, or support a growing number of users, your app likely needs a production foundation.

Is the code in our vibe-coded app secure?

It depends on what the tool generated. AI-generated code can pull in outside packages that are outdated, vulnerable, or don't exist at all, along with open-source code that carries licensing restrictions. Our assessment uses software composition analysis to find these risks before they become problems.

How long does it take to move a vibe-coded app into production?

Every app is different. The scope depends on your data, compliance needs, integrations, and how much of the original build can carry forward. The assessment gives you a clear picture of the work before you commit.