From Unstructured Data to LLMs

According to a study done by Gartner, It's estimated that about 80% of the data within enterprises is unstructured as shown on Figure 2.1 This vast reservoir of information holds immense potential value, as it encapsulates the historical functioning and decision-making processes of a business. The challenge lies in unlocking this value by transforming this unstructured data into automated systems that can make informed decisions and recommend actions.

Figure 2.1: challenges of unstructured data

LLMs have emerged as a powerful tool for leveraging unstructured data to detect patterns and answer questions. These models can customize and interpret huge amounts of data, allowing businesses to build AI systems with instant access to extensive and diverse information sources. These systems are capable of formulating responses, answering questions, and identifying patterns based on historical and real-time data.

By integrating LLMs, enterprises can significantly...