Information extraction

Fully Connected Tokyo: [Hands-on workshop] Automation of document workflows in financial industry

Fully Connected Tokyo: [Hands-on workshop] Automation of document workflows in financial industry

This workshop by Upstage demonstrates how to automate financial document workflows using a combination of their specialized Document AI (Document Parse) and Large Language Models (LLMs). The session covers building robust information extraction pipelines, addressing challenges like varied templates and data formatting, and implementing systematic evaluation using Weights & Biases Weave. It also presents real-world case studies from the insurance industry, showcasing significant improvements in efficiency and data utilization.