Prototype with purpose
Turn a brief into a working proof of concept, validate the core journey and decide which parts deserve a production investment.
AI & Vibe Coding
WAAMTECH / EXPERTISEAI-Assisted Development. Human Engineering.
AI-powered websites, mobile applications, software and business workflows—from rapid prototypes to reviewed, maintainable products.
Built around your brief
A practical approach. A considered outcome.
Vibe coding can make ideas tangible quickly. We use AI-assisted development to explore interfaces and workflows, then apply engineering review to architecture, accessibility, security and testing before production use.
We can add AI features to new or existing products: knowledge search, summarisation, document processing and assisted workflows. The project starts with a suitable use case, permission to use the data and a clear definition of what the system must—and must not—do.
Where we focus
The details that make it work.
Build responsible integrations
Keep credentials server-side, minimise sensitive data, evaluate model responses and provide human review for important actions.
Engineer beyond the prompt
Review generated code, test failure paths, document dependencies and monitor quality, latency and usage costs.
What we can deliver
Scope shaped to your goals.
We agree the deliverables, dependencies and acceptance criteria before implementation. Your project may use a focused selection of these capabilities.
- 01AI-Assisted MVP Development
- 02AI-Enabled Web & Mobile Apps
- 03Knowledge Assistants
- 04Document & Workflow Automation
- 05AI API Integrations
- 06Prototype Review & Production Hardening
Tools with a purpose
The technology behind the work.
Frontend & WebResponsive interfaces that make complex information feel clear and usable.Backend & SoftwareBusiness rules, APIs and integrations that connect your product to real operations.Mobile PlatformsTouch-first applications for iOS, Android and shared cross-platform delivery.AI & AutomationAI-assisted delivery and practical AI features with deliberate human oversight.
From brief to handover
A clear next step, at every stage.
Discover & define
Review your ai & vibe coding goals, existing assets, constraints and the outcome the first phase should deliver.
Create & validate
Work through the agreed scope in reviewable stages, with feedback and quality checks appropriate to the deliverables.
Deliver & support
Prepare the agreed files, documentation and handover. Define any ongoing maintenance or support separately so responsibilities stay clear.