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AI Integration · London & UK

AI Integration Services
for London Businesses

We build AI automation tools and integrations that deliver measurable results for UK businesses — not demos that never make it to production. ROI-focused builds from £6,000.

London-based team ROI-first approach UK GDPR compliant Model-agnostic 4–8 week builds
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What AI actually delivers ROI for UK businesses

Most AI vendors will sell you a pilot. Most pilots never make it to production. We take a different approach: identify the one workflow that will save your team the most time, build it properly, and measure the result before expanding.

High ROI

Worth building

  • Document processing & extraction
  • Customer support triage
  • Internal knowledge search (RAG)
  • Sales email personalisation
  • Invoice & data entry automation
  • Meeting & call summarisation
Usually Overhyped

Proceed with caution

  • Generic AI chatbots with no training
  • Predictive analytics on dirty data
  • Custom LLMs before simpler tools exist
  • AI hiring tools for small teams
  • Content generation without human review

AI integration use cases we build in London

These are the integrations we build most often for UK clients, and where we consistently see the fastest payback:

Most popular

Document processing

Extract structured data from invoices, contracts, forms, and compliance documents. Businesses processing 500+ documents per month typically cut manual work by 70–80%.

Support teams

Support triage

Route incoming support tickets, draft suggested responses, and flag urgent issues — trained on your actual documentation, not a generic model.

Knowledge management

Internal search (RAG)

Make years of institutional knowledge instantly searchable in plain English. Built on your documents using embeddings and retrieval-augmented generation.

Sales & marketing

Email personalisation

Generate personalised outreach at scale using prospect data, past interactions, and company context. Integrated with your CRM or outreach tool.

Our AI integration process

We use a sprint-based approach: identify, prove, build, measure. No 6-month transformation programmes with unclear deliverables.

01

Identify your best automation candidate

We interview your team to find the workflow with the highest time cost and the clearest inputs and outputs. Most businesses have 2–3 obvious candidates — we help you pick the one with the fastest payback.

02

Two-week feasibility review

We prototype the core logic, test it against your real data, and give you an honest assessment of what it can and can't do — before you commit to a full build.

03

Build and integrate

We build the full integration, connect it to your existing systems (CRM, ERP, email, database), and ensure it handles edge cases and errors gracefully — not just the happy path.

04

Measure and hand over

We set up tracking for the metrics that matter (time saved, error rate, cost per transaction) and hand over with full documentation. You own everything — code, prompts, configs.

UK GDPR note: If your AI integration processes personal data about UK residents, we ensure all third-party APIs have proper Data Processing Agreements and advise on what to disclose in your privacy policy.

What AI integration costs for a UK business

For a first meaningful AI integration, UK businesses should expect to invest between £6,000 and £25,000 depending on scope and the systems it needs to integrate with. Ongoing API costs typically run £200–£1,500 per month — usually a small fraction of the staff time replaced.

For a deeper breakdown of what AI actually costs and what to watch out for, read our guide on AI integration for UK SMEs.

Frequently asked questions

What AI integrations deliver the best ROI for London businesses?
Document processing and extraction, customer support triage, and internal knowledge search consistently deliver the highest ROI. These work with your existing systems, reduce manual work immediately, and the results are measurable within weeks of launch.
How much does AI integration cost for a UK SME?
A focused first integration typically costs £6,000–£25,000 depending on scope. This covers discovery, prototype, full build, system integration, testing, and documentation. Ongoing API usage costs are usually £200–£1,500 per month depending on volume.
Do you use OpenAI, Anthropic, or other AI providers?
We are model-agnostic and choose the provider best suited to your use case and data requirements. We commonly use GPT-4o, Claude, and open-source models depending on your latency, cost, and data residency requirements. We do not lock you into a single vendor.
Is AI integration compliant with UK GDPR?
We build with UK GDPR compliance from the start. If your integration processes personal data, we advise on data processing agreements with third-party AI providers, data minimisation, and privacy policy requirements. We never send sensitive personal data to external APIs without proper legal agreements in place.
How long does an AI integration project take?
Most focused integrations take 4–8 weeks from scoping to live deployment. A document processing pipeline or support triage tool typically takes 4–6 weeks. Multi-step workflows with custom training take 8–12 weeks. We give you a fixed timeline before work begins.

Ready to automate your most time-consuming workflow?

Book a free discovery call. We'll identify the highest-value workflow to automate first and give you a realistic estimate — no fluff, no hard sell.

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