AI-Powered Web Platforms

An AI-powered web platform is a normal, fast, accessible web application in which model-driven features — search, generation, summarisation — are first-class product surfaces rather than a bolted-on chat widget.

Next.jsStreamingEdgeCore Web Vitals

What makes these different

Model latency is a UX problem before it is an infrastructure problem. We stream tokens, render skeletons that match final layout, and keep the non-AI path of the app fully functional when a provider is degraded.

  • Server-rendered content so pages are indexable and fast on first load
  • Streamed responses with cancellation and retry
  • Graceful degradation when a model provider is slow or down
  • Rate limiting and abuse controls on every model-backed endpoint

Performance discipline

Heavy embeds, 3D scenes and analytics load after the page is interactive. Images go through the framework's optimiser. Core Web Vitals are a release gate, not a post-launch clean-up.

What you get

  • Production Next.js application with server-rendered content
  • Model-backed endpoints with streaming, rate limiting and observability
  • Design system components matching your brand
  • Lighthouse and Core Web Vitals report at handover

How the engagement runs

4–8 weeks for a first public release, depending on surface area.

Ready to talk about ai-powered web platforms?

Bring the problem, the data you already have, and the constraint you are working against. We will tell you what is feasible and what is not.