Vibe Coded Apps
Vibe-coded AI apps
Build an AI assistant or workflow with real data connections, defined permissions, and checks for output quality.
- Focus
- Vibe-coded AI apps
- Approach
- AI-assisted, engineer-reviewed
- Timeline
- Agreed after scoping
- Handover
- Code, setup, and release notes
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.
Understand the brief
Review the goal, existing work, users, and constraints.
Deliverable
Scope and acceptance criteria
Plan the implementation
Agree the data, integration, access, and release approach.
Deliverable
Implementation plan
Build and verify
Implement in reviewable changes and test the agreed workflows.
Deliverable
Reviewed application changes
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 auditOverview
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.
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.
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Build a focused first version of your product with AI-assisted development, engineering review, and a clear release scope.
Learn moreReady 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.