United KingdomAI Integration in United Kingdom
Add AI to your existing app without breaking it. Delivered remotely to teams across United Kingdom.
We plug AI features into your existing SaaS, marketplace, or internal tool — summarization, drafting, search, extraction — without touching what already works. We invoice in USD or GBP; stripe + wise for payouts. gocardless works well for uk direct debit.
Numbers from real engagements
Aggregated across recent projects. Your mileage will vary — we quote conservatively.
- You have a working app
- You want AI without a rewrite
- You want feature-flagged rollout
We're a full-stack studio, not a single-service shop. If you also need any of the below, we scope it into the same engagement so you get one team, one invoice, one timeline.
- Marketing site design & rebuild — brand system, sections, motion, dark/light modes.
- Programmatic SEO + content publishing — 100–2,000 pages, structured data, IndexNow, weekly cadence.
- Sales enablement — CRM wiring, lead capture, outbound sequences, pricing pages, calculators.
- Graphic / illustrated site — custom illustration, 3D hero, Framer-grade animation on a Vibe stack.
- Analytics, growth loops, referral — event schema, dashboards, A/B, retention tracking.
When we'll refer you elsewhere
- You want to bolt AI onto a broken product
Industry stats worth knowing
The AI-native software market is compounding fast. These are the numbers we use to size opportunities and set delivery timelines.
What AI Integration is worth to you
Drag the slider. Numbers update live. This is math, not marketing.
Estimates use market rates. Real projects vary — book a call and we'll model your case honestly.
How we work
Async-first, milestone-based. Every step has a deliverable you can inspect.
- 1Scoping
Which feature, which model, which data.
- 2Build
Backend + frontend + flags.
- 3Rollout
Ship to 10%, then 100% once metrics look good.
Sub-services included
Every deliverable is fixed in the proposal. If it's not on this list, we scope it as a change order — no surprises.
Our technology stack
Battle-tested defaults. Swap any component on request — we're not married to a runtime.
OpenAI
Anthropic
Vercel AI SDK
Supabase
StripeRecognition & partnerships
Independently verified integrations and community recognition.
What the industry is saying
Public, on-record statements from operators shaping the AI-native software wave.
"There's a new kind of coding I call 'vibe coding', where you fully give in to the vibes, embrace exponentials, and forget that the code even exists."
"AI coding tools are the single biggest productivity multiplier the industry has seen in a decade."
"The best founders are shipping full products in a week — solo. That was a two-quarter engineering project two years ago."
Transparent pricing
Fixed proposals, milestone-based invoicing. No surprise hourly bills.
- Goal & user discovery
- Rough scope estimate
- Recommended stack
- No obligation
- Feature spec + eval criteria
- Backend AI endpoint(s)
- Frontend UI (streaming, feedback)
- Rate limits + cost controls
- Feature flag + gradual rollout
- Priority fixes
- Monthly feature slot
- Analytics + growth reviews
- Cancel any time
Us vs. traditional agencies vs. freelancers
Honest comparison. Where we win, where a big agency or an individual freelancer might fit better.
| Attribute | Build on Vibe | Traditional agency | Solo freelancer |
|---|---|---|---|
| Time to first working demo | 48 hours | 2-3 weeks | 1-2 weeks |
| Pricing model | Fixed proposal, milestone-based | Hourly retainer, $10k+ min | Hourly, variable |
| Code ownership | You own repo, DB, domain day 1 | Often locked in agency infra | Depends on contract |
| AI-native tooling | Built into every workflow | Being retrofitted | Ad-hoc |
| Post-launch support | 30 days included, retainers optional | Separate SLA at $$$/mo | Best-effort |
| Payment options | Wire, PayPal, Wise, USDT | Wire + PO only | PayPal/wire |
Productized gigs
Fixed scope, fixed price. Buy-now packages built on this service.
Add Stripe subscriptions or one-off payments to your app.
Paddle merchant-of-record billing wired into your app.
Email + Google auth, password reset, protected routes.
Add OpenAI features to your existing app safely.
Claude integrated into your backend + frontend.
Gemini + long context wired into your product.
Row-level security review + fix pass on your Supabase project.
Lightning-fast search with typo tolerance and faceting.
Product analytics + session replay + feature flags, done right.
GA4 + Google Consent Mode v2, GDPR-safe, ready for ads.
How we compare
Honest look at every other path you could take — and where we actually beat them.
DIY toolkit — great docs, you still write and host it.
Managed agent runtime — vendor-locked to OpenAI.
Popular chain/agent framework — steep learning curve.
Managed RAG chatbot SaaS — no code, no ownership.
Links open externally with rel="nofollow noopener". We're not affiliated unless noted. Logos fetched from public favicons and belong to their respective owners.
Are you ready to start?
Four honest questions. Takes 20 seconds. No email required.
- 1. You've validated the problem with real users (not just friends).
- 2. You have budget approved (or personal savings ready) for the build.
- 3. You can commit ~2 hours/week for calls, reviews, and feedback.
- 4. You have (or can get) the API keys / credentials we'd need.
Frequently asked
Related services
- Vibe Coding Development Ship real software the vibe-coding way, done for you.
- AI App Development GPT, Claude, and Gemini apps that actually ship.
- MVP Development From idea to live product in 4 weeks.
- SaaS Development Multi-tenant SaaS with billing, roles and admin baked in.
- Landing Page Development High-conversion landing pages, shipped in a week.
- Prompt Engineering Prompts, evals, and guardrails that hold up in production.
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AI Integration in PhilippinesReady to start your build in United Kingdom?
Free 30-minute scoping call. Fixed proposal within 48 hours.
Services are invoiced directly. Bank, wire, PayPal, Wise, Revolut or USDT. No Freemius involvement.