Virtual Assistant

Imagine an internal knowledge base where employees can query topics, policies, or procedures that are directly relevant to their company or the industry. The Retrieval Augmented Generation (RAG) system intelligently retrieves information from documents, manuals, and proprietary sources, and is able to analyse and “understand” what these documents are and how they lay in the context of the query. The AI then reads the context of the query to reply with accurate and up-to-date answers.

In manufacturing, for example, a RAG-powered Virtual Assistant can provide employees with detailed instructions, troubleshooting guides, and maintenance procedures by retrieving information from relevant sources such as manuals, specifications, and historical records. 

Process Automation

The LLM-RAG model can also be used for different industries, be it screening documents or report generation.

For instance, retailers can gain clarity with a more comprehensive breakdown of sales data, customer feedback and other data points, that help predict market shifts and identify emerging trends before competitors. Teams will gain relevant insights that can facilitate strategic decision-making, streamlining businesses to work more efficiently.