Tailor vision+language models for documents, forms, and medical images.
Multi-modal LLM Customization
- The Challenge Standard LLMs only process text, but critical business information is often found in complex documents containing images, tables, handwriting, and unique layouts. Automating the processing of these documents is a major hurdle.
- Our Approach We customize multi-modal (vision and language) models to understand your specific documents. By fine-tuning these models on your forms, reports, or even medical images, we teach them to interpret and extract information accurately.
- Our Experience For a team of analysts, we customized a multi-modal model to perform document triage. The model learned to automatically classify, summarize, and route large sets of complex documents, saving hundreds of hours of manual work.
- The Outcomes Automate the processing of your most complex documents, unlocking massive efficiency gains. This capability allows you to extract valuable insights from previously inaccessible data and create innovative new services.
