AI Integration · UK-based · Available now
You have a working product. Your users want AI features. I integrate OpenAI, Anthropic, and Azure OpenAI into your existing web app cleanly, without disrupting what's already live. One feature, scoped upfront, delivered in 7 working days. Projects from £750.
AI features that solve real user problems, not AI for the sake of it.
An AI assistant embedded in your product, scoped to your content, on-brand, with guardrails. Contextual help, Q&A over your data, or user-facing support.
Users upload documents (PDFs, CVs, contracts, reports) and your app extracts structured data or generates summaries automatically.
Users search your content in plain English instead of keywords. Works over docs, products, knowledge bases, or any structured data.
Generate personalised content, drafts, or recommendations at scale, inside your existing app workflow.
Existing manual steps in your product (triage, categorisation, data entry) replaced with AI-powered processing.
The main AI providers and vector stores. I've used all of these in production.
Both of these are live commercial products. Both use production AI integrations, not demos.
Built and shipped a production AI platform with CV analysis, document processing, AI-assisted job matching, and career tools. A commercial SaaS with paying users, built entirely by me.
Next.js · TypeScript · LLM APIs · Supabase
Case study ↗ · jobspaceai.com ↗Content strategy tool that crawls a site against its competitors and surfaces the exact content gaps costing it organic traffic. No signup, results in under three minutes.
Crawling · Data pipeline · No-auth tool UX
Case study ↗ · getcontentgap.com ↗AI reading platform for UK primary school children, with personalised story generation, comprehension tools, progress tracking, and teacher dashboards. Built and launched solo, end to end.
Next.js · Supabase · Azure OpenAI · Stripe
Case study ↗ · primary-story.com ↗Fixed-scope integrations. You know exactly what you're getting before we start.
Yes. I can integrate AI via API into most existing web applications regardless of frontend framework. Tell me what you're working with and I'll confirm.
Depends on your use case, data residency requirements, and existing infrastructure. I'll recommend the right one when I reply to your enquiry. No strong opinions on providers, only on what works best for your specific feature.
I'll give you a realistic estimate of ongoing API costs as part of the scoping. I build with cost-efficiency in mind: caching, appropriate model selection, and efficient prompt design all matter here.
Yes. Most AI integrations need access to your data, so I build the ingestion pipeline or database connector as part of the sprint.
Tell me what you want to build. I'll come back to you within 24 hours.