Generative AI

Generative AI ConsultancyFrom language models to production systems

Intelligent automation and custom AI solutions that turn language models into production business systems.

THE TECHNOLOGY

AI Transformation Through Intelligent Automation

Generative AI is the broadest capability we deploy. With the right scaffolding, retrieval pipelines, agentic workflows, and fine-tuned domain models, it automates entire business functions. Our generative AI consulting work includes RAG for contract analysis and bid management, AI agent development for process automation, intelligent document processing across thousands of unstructured sources, and fine-tuned models for multilingual customer service. Generative AI for business goes well beyond chatbots. As an AI consultancy, we build enterprise AI solutions that integrate with existing systems and deliver measurable operational value: reduced processing time, improved accuracy, lower cost per transaction.

Retrieval-augmented generation and knowledge systems

RAG turns a general language model into one that knows a specific business. We build retrieval pipelines grounded in verified, domain-specific data: 94,000 product documents indexed for customer service, 1,000+ historical tenders searchable for bid response, utility records made queryable in seconds. Chunking strategy, embedding selection, reranking, and citation tracing determine whether the system returns accurate, auditable answers.

AI agent development and business automation

AI agents complete multi-step business processes autonomously: researching, drafting, checking, and delivering. Our agentic AI services connect LLMs to tools, databases, and decision logic with human oversight at the right checkpoints. AI business automation through agentic scaffolding can run customer service, bid writing, compliance reporting, and data analysis. Entire business areas, not individual tasks.

Intelligent document processing and extraction

Most business documents are unstructured: PDFs, scanned contracts, engineering drawings, tender packs. Intelligent document processing turns these into structured, machine-readable data through classification, entity extraction, table parsing, and summarisation. Our AI document extraction systems process utility records in dozens of formats and analyse bid documents spanning thousands of pages, feeding structured outputs directly into downstream workflows.

LLM fine-tuning and domain specialisation

General-purpose models know too little about any specific business. LLM fine-tuning adapts foundation models to domain terminology, output formats, and quality standards that generic prompting cannot reliably achieve. We handle the full pipeline from training data curation through evaluation frameworks. Custom AI solutions built this way encode institutional knowledge that competitors cannot replicate with off-the-shelf tools.

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