Services

LLM and natural language processing

Assistants, document data extraction and multimodal models for business tasks.

We deploy language and multimodal models where they are genuinely cheaper than a human: document parsing, request classification, image captioning, search across an internal knowledge base. We start by checking whether prompting alone solves the task and move to fine-tuning only when metrics justify it.

What the work includes

  • Feasibility assessment and choice between prompting and fine-tuning
  • A retrieval pipeline over the corporate knowledge base
  • Fine-tuning and quantization for the available hardware
  • Deployment in a closed perimeter with no data leaving it