United Kingdom
AI Integration Company UK
LLM integration, GPT-4, Claude and custom ML pipelines embedded into UK products and workflows. Production-grade AI with measurable ROI — not proof-of-concept demos that never ship.
AI That Ships to Production, Not Just Pitch Decks
Most UK businesses exploring AI are being sold workshops, strategies and proof-of-concept demos. Cyberbeak builds AI that runs in production — LLM pipelines that process real documents, recommendation engines that lift real conversion rates, and AI search that replaces real manual effort.
We are a UK-managed engineering team that has shipped AI features into auction platforms, legal research tools, matchmaking products and retail marketplaces. Every integration is measured against a business metric before and after — not just a model accuracy score.
AI Integration Services for UK Businesses
LLM Integration (GPT-4 / Claude)
Embed large language models into your product — AI-powered search, document summarisation, content generation, classification and conversational interfaces built for production throughput.
RAG Systems (Retrieval-Augmented Generation)
AI that answers from your own knowledge base — product catalogues, legal documents, technical manuals, support history — using vector embeddings and semantic retrieval.
AI Document Processing
Automated extraction, classification and analysis from PDFs, contracts, invoices and forms — reducing manual review time by 60–80% for UK legal, finance and logistics teams.
Recommendation Engines
Personalised product, content and listing recommendations driven by user behaviour, collaborative filtering and LLM-powered semantic matching — lifting click-through and conversion.
AI-Powered Search
Semantic search replacing keyword search — understanding intent rather than matching strings, surfacing the right result even when the user's phrasing doesn't match your schema.
Custom ML Pipelines
End-to-end machine learning: data ingestion, feature engineering, model training, evaluation and production serving — for use cases that general LLMs cannot handle.
UK AI Projects We've Delivered
Chen & Associates — Legaltech UK
AI legal research assistant — RAG system over UK case law and statute, AI-assisted brief drafting, document classification and secure GDPR-compliant data handling.
Read case study →StyleForward UK — Retail
AI recommendation engine and semantic search — lifting product click-through by 48% and basket conversion by 34% through LLM-powered personalisation.
Read case study →NikahConnect — UK
AI compatibility scoring engine — ML model ranking profile matches by semantic compatibility across 40+ attributes, improving match acceptance rate by 3×.
Read case study →AuctionBridge — UK
AI lot description generation and condition grading — automating catalogue copy production from inspection images, saving 15 hours of admin per auction event.
Read case study →Frequently Asked Questions
What AI integration services does Cyberbeak offer in the UK?+
Cyberbeak offers LLM integration (GPT-4, Claude, Gemini), RAG systems, AI document processing, recommendation engines, AI-powered search, custom ML pipelines and AI workflow automation for UK businesses. We build production systems with measurable business metrics — not demos.
Which AI models does Cyberbeak integrate for UK clients?+
Cyberbeak integrates OpenAI GPT-4o, Anthropic Claude, Google Gemini, Mistral and open-source models (LLaMA, Phi) depending on use case, cost and UK data residency requirements. For UK data sovereignty, we deploy self-hosted open-source models on UK-region cloud infrastructure.
How long does AI integration take for UK businesses?+
A focused AI feature integration typically takes 6–10 weeks from discovery to production. A full AI product with custom training data, RAG pipeline and production monitoring typically takes 14–24 weeks. Cyberbeak delivers an AI integration roadmap after a paid discovery sprint.
How much does AI integration cost for UK businesses?+
A focused AI feature integration (LLM-powered search, document processing, chatbot) typically costs £20k–£55k. A full AI-powered product with custom ML pipeline, RAG system and production monitoring typically costs £60k–£200k.
Does Cyberbeak build AI systems compliant with UK regulations?+
Yes. We build UK AI systems with GDPR-compliant data processing, ICO-compliant automated decision-making disclosures and audit trails for AI outputs. For financial services and healthcare, we build with explainability and human-in-the-loop controls required by UK regulators.
AI development also available in
Ready to Add AI to Your Product?
Talk to our UK team about your AI integration. We scope LLM and ML projects from first conversation to delivery plan within one week.
Talk to Our Team