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AI Integration & Automation

Embed intelligence into your product — not as a gimmick, but as infrastructure.

We design and build AI systems that solve real operational problems — not demos, not prototypes. Our AI work spans LLM integration, retrieval-augmented generation, document intelligence, multi-step agent workflows, and custom NLP pipelines. Every system is built with observability, fallback handling, and compliance considerations baked in from day one.

What We Deliver

LLM Integration

OpenAI, Anthropic, Gemini, and open-source model integration into your existing product or workflow.

RAG Systems

Retrieval-Augmented Generation pipelines that ground AI responses in your own documents and data.

Document Intelligence

Automated extraction, classification, and processing of structured and unstructured documents.

AI Agent Workflows

Multi-step autonomous agents that handle complex, multi-tool tasks with minimal human oversight.

Custom NLP Pipelines

Named entity recognition, classification, summarisation, and sentiment analysis at scale.

AI Assistants

Context-aware chatbots and copilots embedded into web apps, portals, and internal tooling.

Where We've Applied This

Legal Tech

Document review copilot that extracts key clauses, flags risks, and summarises case files for costs lawyers.

Government

Automated tender document analysis and compliance scoring for public procurement teams.

Financial

Intelligent data extraction from financial statements and regulatory filings for compliance teams.

Healthcare

Patient record summarisation and clinical note analysis for NHS and private healthcare providers.

Technologies & Tools

OpenAIAnthropic ClaudeLangChainLlamaIndexPineconepgvectorPythonTypeScript

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Ready to build your AI Integration & Automation solution?

We take on a selective number of new client engagements each quarter. Bring your brief — we will scope the right approach.

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