AI & LLM Frameworks
The core AI stack for building production AI applications.
- OpenAI GPT-4o
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Claude
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Gemini
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LangChain
- LangGraph
- CrewAI
From intelligent chatbots and AI agents to full-stack SaaS products custom-built, GDPR-compliant, and designed to grow your business faster.
Letβs discuss your AI, automation, or full-stack project and map out the best solution for your business.
UK businesses waste weeks dealing with unstable API connections, inconsistent responses, and poorly architected LLM integration layers.
LLMs confidently produce wrong, fabricated answers destroying user trust and exposing UK businesses to serious reputational damage.
Most LLM integrations are built without UK-GDPR compliance, leaving businesses exposed to ICO penalties and data breaches.
UK teams build impressive AI prototypes that stall permanently unable to scale into stable, production-ready business systems.
Unoptimised token usage and poor model selection silently inflate monthly AI running costs far beyond initial budget expectations.
Outdated UK business infrastructure has no native way to connect with modern LLM APIs and AI workflows.
Traditional keyword search fails to surface relevant internal knowledge leaving UK teams frustrated, slow, and poorly informed.
Unsecured LLM integrations are vulnerable to prompt injection attacks, unauthorised data access, and serious AI-specific security exploits.
An LLM API Integration Developer is a specialist AI engineer who connects large language models like OpenAI, Claude, and Gemini into real-world business applications. They design,
build, and maintain the technical bridge between powerful AI models and your existing systems,workflows, and products.
Semantic search and knowledge retrieval systems using Pinecone, Weaviate, and ChromaDB β built for scale.
Custom RAG systems linking your real business data to LLMs for accurate responses.
Production-ready AI orchestration pipelines built with LangChain and LlamaIndex for complex LLM workflows.
Scalable semantic search systems built using Pinecone, Weaviate, and ChromaDB for your business.
Custom LLM-powered chatbots and internal copilots tailored specifically to your UK business needs.
Every LLM integration built to full UK-GDPR and ICO compliance standards legally sound.
End-to-end LLM deployment, monitoring, and cost optimisation keeping your AI system production-ready always.
Custom middleware connecting your outdated UK business infrastructure to modern LLM capabilities seamlessly and reliably.
Industry-leading AI frameworks, cloud platforms, and full-stack technologies β always using the right tool for the right solution.
The core AI stack for building production AI applications.
High-performance data stores for context-aware applications.
Modern frameworks for scalable, reactive web applications.
Scalable infrastructure and deployment pipelines.
Connecting apps and automating workflows efficiently.
A transparent, structured approach so you always know what's happening and when.
We talk through your business, your customers, and exactly what you need. No sales pressure. Just honest advice.
I design the conversation flows, data sources, and technical plan β shared with you for approval before any build.
Full development, AI training on your data, integration, and thorough testing before anything touches your customers.
Live deployment, full documentation, team walkthrough, and 30 days of post-launch support included.
Rapid MVP development and AI-powered products built for UK startups ready to grow fast.
Fraud detection, risk scoring, automated trading, and AI-powered financial analytics for UK finance firms.
GDPR-compliant AI tools for patient management, clinical workflow automation, and medical data analysis.
AI product recommendations, dynamic pricing, intelligent search, and customer personalisation for UK online stores.
Contract review, document analysis, and legal research automation for UK law firms and consultancies.
Large-scale AI integration, CRM automation, and intelligent workflow systems for UK enterprises.
AI-powered property valuation, lead automation, and smart search platforms for UK property businesses.
Route optimisation, predictive inventory management, and supply chain intelligence for UK logistics firms.
Personalised learning platforms, AI tutors, and automated assessment tools for UK education providers.
Predictive maintenance, quality control automation, and smart production systems for UK manufacturers.
AI-powered threat detection, anomaly monitoring, and intelligent security systems for UK organisations.
AI content generation, campaign automation, customer segmentation, and predictive analytics for UK agencies.
AI-powered energy management, demand forecasting, and sustainability analytics for UK green energy firms.
Autonomous systems, fleet management AI, and driver behaviour analytics for UK transport companies.
AI-driven game mechanics, personalised content, and intelligent user experience platforms for UK studios.
Booking automation, personalised guest experiences, and AI-powered customer support for UK hospitality brands.
Risk assessment automation, fraud detection, and AI-driven claims processing for UK insurance firms.
Drug discovery support, clinical data analysis, and research automation for UK life sciences companies.
Secure, compliant AI solutions for data analysis, citizen services, and administrative automation in UK public services.
AI-powered candidate screening, interview analysis, and talent matching platforms for UK hiring teams.
Honestly didn't expect this level of quality. He just got it knew exactly what we needed and built it without a dozen back and forth calls. RAG pipeline works beautifully.
We'd tried two other developers before this. Night and day difference. The OpenAI integration was solid, well documented, and he flagged GDPR issues we hadn't even thought about
Refreshing to work with someone who actually knows the LLM stack properly. Not just copy pasting tutorials he understood the architecture deeply and it showed in the final code
We were stuck for months. He came in, asked the right questions, and within weeks we had something actually working in production. Wish we'd found him sooner honestly
Straight talking, no fluff. Told us exactly what was needed, built it, and didn't disappear after handover. The Claude API integration has been running without issues ever since.
What stood out was he flagged problems before they became problems. Our old system connecting to the LLM API felt impossible he made it look easy. Really impressive.
YesΒ and this is something I take seriously. Every integration I build is designed with UK-GDPR and ICO requirements in mind from day one. I don’t bolt compliance on at the end. Your data stays secure, properly handled, and fully auditable throughout.