Unlock Unstructured Data: Automate Preprocessing for LLM Success

Unstructured addresses a pivotal challenge in the public sector: the effective utilization of unstructured data. With over 80% of data being unstructured, including critical documents, emails, images, and videos, public sector organizations have struggled to harness this wealth of information. Unstructured's innovative solutions bridge this gap, enabling these entities to transform unstructured data into AI/ML-ready formats, unlocking new possibilities for data analysis and decision-making.

Our platform stands out by offering a comprehensive suite of tools designed to ingest and preprocess unstructured data for use with foundational models. Since its founding in 2022, Unstructured has been at the forefront of the productization of enterprise Large Language Models (LLMs)—empowering organizations to quickly automate the transformation of its messy, unstructured data into formats necessary for retrieval augmented generation (RAG) and LLM fine tuning. Unstructured’s technology has emerged as a critical piece of infrastructure not only to deliver LLM-ready data to vector databases but also for driving performance improvements of more than 20% across LLM applications without any customization.

In February 2024, Unstructured announced their enterprise platform, which is the first solution to continuously extract raw unstructured data from existing databases, transform more than 30 file types into LLM-ready formats, and automatically load this data into a vector database for RAG. Developers and data scientists spend more than 75% of their time preparing data, and Unstructured’s solution removes the critical barrier to moving LLM pilots into production. The real-time, continuous data access that Unstructured provides means that LLMs are kept up to date, have access to knowledge specific to organizations, and are less prone to hallucinations. This capability is vital for public sector agencies that are inundated with vast amounts of data but lack the resources to manually process it. By automating this process, Unstructured empowers these organizations to improve operational efficiency and deliver improved mission outcomes based on deeper insights from their data.