---
title: "Vibe-coded AI apps"
description: "Build an AI assistant or workflow with real data connections, defined permissions, and checks for output quality."
image: "https://foundrysoft.co/api/og?type=page&title=Vibe-coded+AI+apps&st=Build+an+AI+assistant+or+workflow+with+real+data+connections%2C+defined+permissions%2C+and+checks+for+output+quality."
url: "https://foundrysoft.co/services/vibe-coded-ai-apps"
---

Vibe Coded Apps

Vibe Coded Apps

# Vibe-coded AI apps

Build an AI assistant or workflow with real data connections, defined permissions, and checks for output quality.

Get in touch [All services](https://foundrysoft.co/services)

Focus

Vibe-coded AI apps

Approach

AI-assisted, engineer-reviewed

Timeline

Agreed after scoping

Handover

Code, setup, and release notes

How we deliver

## Our process for vibe-coded ai apps

A fixed four-step path from first call to production, with weekly demos and a hard launch date.

Discovery

Step 01

### Understand the brief

Review the goal, existing work, users, and constraints.

Deliverable

Scope and acceptance criteria

Planning

Step 02

### Plan the implementation

Agree the data, integration, access, and release approach.

Deliverable

Implementation plan

Build cycles

Step 03

### Build and verify

Implement in reviewable changes and test the agreed workflows.

Deliverable

Reviewed application changes

Release review

Step 04

### Release and hand over

Verify the deployment and document operation and maintenance.

Deliverable

Deployment and handover notes

See where your project fits.

[Book your systems audit](https://foundrysoft.co/contact)

## Overview

Bring AI into a clearly defined product workflow: a knowledge assistant, a document-processing tool, or a staff copilot. AI coding agents help us develop the application; the AI feature itself gets separate evaluation, access controls, and operating limits.

### What this service covers

-   A defined AI use case and success criteria.
-   An application interface and agreed data connections.
-   Representative evaluation cases and exception handling.
-   Usage visibility, configuration notes, and deployment handover.

### What we need to get started

-   The task you want the AI feature to complete.
-   Representative examples and approved data sources.
-   Actions that need a person to approve them.

### How we work

We agree the scope and acceptance criteria before implementation. Changes are reviewed, the important user journeys are tested, and the release includes the information your team needs to run it. The timeline and price follow the agreed scope.

[Discuss your project](https://foundrysoft.co/contact) or [explore our work](https://foundrysoft.co/work).

#### What's included

-   A defined AI use case and success criteria
-   An application interface and agreed data connections
-   Representative evaluation cases and exception handling
-   Usage visibility, configuration notes, and deployment handover

#### Have a project like this?

Tell us the goal, we'll reply with a scope and a fixed quote within a day.

Get in touch

#### Next service

[Vibe code to production](https://foundrysoft.co/services/vibe-coded-app-production)

Questions

## Common questions

### Does using AI to build the app mean the app has to use AI?

No. AI-assisted development is a way of building software. This service is for applications that also include an AI capability; ordinary apps can use the MVP or internal-tools service.

### What determines the cost and timeline?

The core workflow, integrations, data quality, existing code, and acceptance criteria determine the scope. We review those inputs before proposing an estimate.

Explore more

## Related services

[All services](https://foundrysoft.co/services)

[Vibe Coded Apps

### Vibe code to production

Review an AI-built prototype, fix the important gaps, and prepare a release your team can maintain.

Learn more](https://foundrysoft.co/services/vibe-coded-app-production) [Vibe Coded Apps

### Vibe-coded internal tools

Build dashboards, approval flows, and staff tools connected to your business data and systems.

Learn more](https://foundrysoft.co/services/vibe-coded-internal-tools) [Vibe Coded Apps

### Vibe-coded MVPs

Build a focused first version of your product with AI-assisted development, engineering review, and a clear release scope.

Learn more](https://foundrysoft.co/services/vibe-coded-mvp-development)

## Ready to build vibe-coded ai apps?

Every project starts with a clear scope and a fixed timeline. Tell us what you're building and we'll reply within one business day.

Get in touch

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