Application Services
Licence applications, permits, registrations: generate a complete question-flow prototype in minutes, not days.
Live previewBuild GOV.UK prototypes with AI, in seconds
Describe a service in plain English. Vibe builds a GOV.UK Design System prototype, accessible and ready for user research.
workspace — apply-for-licence
AI Chat
Live Preview
See it in action
Write a service spec on the left. Watch the prototype on the right assemble itself, page by page, as each service step is typed.
Service spec → Live preview
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Live Preview
GOV.UK
Apply for a parking permit
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Waiting for the first service step…
Everything you need to prototype faster
From spec to live prototype in seconds, with all the tools government teams need.
AI Code Generation
Write a natural-language spec, get a working prototype that follows GDS standards — templates, routes and validation.
Live Sandbox Preview
Generated prototypes run instantly in isolated cloud sandboxes with shareable URLs for user research sessions.
Conversational Iteration
Chat with AI to refine your prototype — add pages, change flows, fix content in real-time.
File Browser & Editor
Browse generated files with syntax highlighting. View Nunjucks templates, routes, and configs.
GitHub Integration
Push generated code directly to GitHub. Create repos, commit changes, manage versions.
Secure by Design
TLS in transit, AES-256 at rest, RLS-isolated workspaces, UK data residency, no prototype data sent to AI training sets.
Accessibility Built-In
Every generated prototype follows GDS design patterns and WCAG 2.1 AA standards by default.
Template Library
Start from pre-built service templates — applications, eligibility checks, dashboards, case management.
What will you build first?
Each card opens a live preview of a real prototype, generated by Vibe.
Reporting Services
Let users report incidents, concerns or complaints through a GDS-style journey, ready to test with real users.
Live previewEligibility Checkers
Build a branching question flow that guides users to the right outcome. Skip weeks of prototype coding.
Live previewAppointment Booking
Date pickers, time slots, confirmation flows — all wired to GDS components without a single Nunjucks line written.
Live previewCaseworker Dashboards
Prototype internal tools with GDS-styled tables, filters and task lists. No front-end dev needed.
Live previewPayment Flows
Pay a fine, settle a fee, top up a service — multi-step payment journeys with check-your-answers pages out of the box.
Live previewHow it works
From idea to interactive prototype in four simple steps.
Write Your Spec
Describe the service journey in plain language — what citizens need to do.
AI Generates Code
Our AI creates a complete GOV.UK prototype with Nunjucks and React.JS templates.
Preview & Iterate
Interact with the live prototype in your browser. Chat with AI to refine flows and add features.
Share & Export
Share the live URL for user research, push to GitHub, or export the code for deployment.
What Vibe.WithGov.io does
A GOV.UK Design System prototype, generated from a service spec
Describe the user journey in plain language; Vibe.WithGov produces the GOV.UK Prototype Kit templates, Express routes, validation and accessibility a researcher can put in front of a real user the same day.
How a prototype gets built
Write a spec in plain English
"An applicant applies for a fishing licence: name, address, date of birth, licence type, payment." No syntax, no templates.
Vibe drafts the journey
Pages, routes, fields, validation rules, and the start and confirmation pages — generated as one coherent service.
Iterate by conversation or code
"Add an eligibility question before the name page." Or edit the Nunjucks and routes directly in the built-in editor.
Share for research
Hand the sandbox URL to research participants, or export the Prototype Kit project as a ZIP and push it to GitHub.
Learn more: Prototype Kit vs Vibe, AI for GOV.UK prototypes, passing a GDS service assessment, glossary. Or jump to the full FAQ and pricing.