AI features your modern stack enables.
Once your site is built on a modern stack, the AI features that weren't possible on legacy infrastructure become straightforward. We design and integrate them as extensions of the rebuild work — or retrofit them onto sites we've already built.
Foundation first, then features.
Most AI feature work fails because the underlying site can't support it. Add an AI assistant to a slow WordPress site, a chatbot to a JavaScript-heavy SPA without proper rendering, or document automation to a stack that doesn't expose the right APIs — these projects stall at integration rather than delivering value.
We build the modern foundation first, then layer the AI features that the foundation makes possible. The same stack choices — server-rendered, edge-cached, type-safe modern cloud infrastructure plus Claude API — that make a site cite-worthy to AI also make it the right surface to host AI features built for it.
Five flavours of AI feature work.
Five categories cover most of the work. None are productised tiers — every engagement is scoped to your actual business need.
Customer-facing AI assistants. Claude-powered tools that answer visitor questions from your actual content. Especially valuable for finance, legal, and professional services where the same questions arrive constantly.
Internal AI assistants. Staff-facing tools that handle repetitive work — categorising enquiries, drafting first responses, summarising documents.
Content automation. Schema generation when you publish, FAQ generation from real customer questions, content freshness monitoring, automated structured-data updates.
Workflow integration. Claude API integrated into existing business processes — CRM, email, internal tools — where the time savings compound.
Knowledge interfaces. AI-powered search and Q&A over your existing documentation, internal wikis, or product catalogues.
Production Claude API across the portfolio.
We have Claude API integrations running in production across multiple sites in our own portfolio. The same capability is available to clients building or rebuilding with us — happy to walk you through working examples on a call. Quote-based pricing; these are custom engagements scoped to your specific business need.
Fixed where we can, day-rate where we can't.
Most often paired with rebuild or care plan engagements — features that ride on the modern stack benefit from one. For standalone AI work that doesn't need a stack rebuild (inbox triage, document processing, scheduled agents), see the AI Automation service.
Quote-based after a free 30-minute scoping call. Typical engagements range from £3,000 for focused features (e.g. an FAQ bot) to £25,000+ for integrated workflow automation. Fixed-fee on defined-scope work; day-rate on open-scope discovery.
Have an AI feature in mind?
Free 30-minute scoping call. Bring the problem you'd want an AI feature to solve and we'll tell you honestly whether it's worth building, what the modern stack would need, and a rough cost band.