Service

Custom AI Augmentation

Integrate GPT-4, Claude, Gemini, or fine-tuned models into your existing product — chatbots, agents, document intelligence, and more.

What's Included

Your product, powered by AI

You don't need to build an LLM. You need to use one intelligently. We integrate large language models into your existing product to add features that would have taken years to build from scratch — document summarisation, intelligent search, conversational interfaces, automated workflows, and custom AI agents. We handle the prompting, RAG pipelines, fine-tuning, and safety guardrails.

  • LLM integration (OpenAI, Anthropic, Google)
  • Custom chatbot & virtual assistant development
  • Retrieval-augmented generation (RAG) systems
  • Document intelligence & extraction
  • Fine-tuning on your data
  • AI workflow automation agents
  • Prompt engineering & optimisation
  • Safety & output guardrails
  • Cost optimisation & caching
  • Vector database setup (Pinecone, Weaviate)

Technologies

OpenAI APIAnthropic ClaudeLangChainLlamaIndexPineconeWeaviateChromaDBFastAPIPythonEmbeddings
Our Process

How we deliver

01

Use Case Definition

Identify which AI capabilities will deliver the most value in your product.

02

Architecture

Design the prompting strategy, data retrieval approach, and integration points.

03

Prototype

Build a working demo against your real data.

04

Production Build

Harden the system — error handling, caching, cost controls, safety.

05

Monitoring

Track usage, latency, quality, and costs over time.

Ready to get started? Let's talk about your project.

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