Vibe Coding
Rapid front-end development for AI-enabled business applications.
The Traditional Development Bottleneck
Organizations frequently identify valuable AI use cases but face significant delays translating them into accessible applications. Traditional development approaches require detailed specifications, extended timelines, and substantial investment before you can evaluate whether the application delivers business value.
This creates a challenging situation: you need working applications to validate business value, but you need validated business value to justify development investment. The result is often paralysis—valuable use cases remain conceptual because the path from idea to functional application appears too lengthy and expensive.
Rapid AI Application Development
We use Replit's AI-assisted development environment to build custom front-end applications that connect your team to AI automation within your compliant infrastructure. This approach delivers functional applications in 3-7 days rather than 2-3 months, enabling you to test business value before committing to full-scale development.
This doesn't eliminate the need for developer expertise—it amplifies it. We still make architectural decisions, ensure security, validate functionality, and integrate with your infrastructure. The AI handles repetitive coding tasks, allowing us to focus on what matters most.
Importantly, these applications connect to your compliant AI infrastructure—whether that's your Private LLM, Data Vault, or hybrid configuration. You get rapid development without compromising on data security or regulatory compliance.
Rapid Development
Functional Web Application
Production-Ready Code: Complete source code with clear structure, comments, and documentation. Follows modern development practices.
Responsive Design: Works across desktop, tablet, and mobile devices. Accessible and user-friendly interface.
Integrated with Your Infrastructure: Connects to your Private LLM, Data Vault, or hybrid configuration. Authentication and authorization implemented.
Security & Compliance
Security and Compliance Built In
Data Protection: All processing occurs within your compliant infrastructure. No data sent to external services.
Authentication: Integration with your existing authentication system or standalone authentication as required.
Audit Trail: Logging of user actions, AI interactions, and system events for compliance and troubleshooting.
Documentation & Support
Documentation, Training, and Post-Launch Support
User Guide: Clear instructions for end users covering common workflows, troubleshooting, and best practices.
Technical Documentation: Architecture overview, deployment instructions, configuration options, maintenance procedures.
2-Week Support Period: Post-deployment support for questions, minor adjustments, and issue resolution.
Frequently asked questions.
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AI generates code based on our specifications, but we review, test, and refine everything. The AI handles repetitive tasks—we ensure architectural soundness, security, performance, and maintainability. Think of it as having a very fast junior developer who needs experienced oversight. The result is production-quality code delivered much faster than traditional development.
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You own the complete source code and can maintain the application internally or engage us for ongoing support. Many clients start with one application, validate business value during the support period, then commission additional applications. We offer monthly retainer arrangements (£800-£1,200/month) covering maintenance, minor enhancements, and priority support if you prefer ongoing assistance.
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Absolutely. You receive complete source code, architecture documentation, and deployment instructions. The code follows standard development practices and is well-commented. If your team has web development capability, they can extend and modify the application. We're also available for consultation if you encounter questions during internal development.
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We recommend starting with our AI Compliance Audit (£2,500-£4,500, 1-2 weeks) to identify your requirements, assess compliance obligations, and determine appropriate infrastructure. Based on those findings, we can implement Private LLM, Data Vault, or hybrid configuration before building applications. Alternatively, we can build applications that initially use public AI services, then migrate to private infrastructure once deployed.
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The rapid development timeline makes iteration straightforward. You see a working prototype by Day 3, allowing early feedback. Minor changes and refinements are included in the quoted price. Significant scope changes (adding major workflows, additional integrations) may extend the timeline and cost—we discuss this transparently when it occurs. Most projects stay within the original scope because the requirements workshop establishes clear expectations.
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We primarily use React for front-end development, with Node.js for any required backend services. The specific technology choices depend on your infrastructure and requirements—we prioritize compatibility with your existing systems over any particular technology preference. All code follows modern development practices and uses widely-supported, well-documented frameworks rather than obscure or proprietary technologies.