Fast and accurate access to information is key to optimizing operations in the oil and gas sector. Discover «Chat with your data», an artificial intelligence solution that allows you to effectively interact with your company’s data through a chatbot and reap countless benefits.
Today, organizations of all types, and especially in the Oil & Gas sector, typically have many information processing systems, and in many cases, the information is very fragmented between the same systems, making it difficult to perform quick queries in different text sources. This is usually a natural consequence of the organization of the industry and the vendors of the specific software.
At the same time, there is a specific need to preserve expert knowledge in digital form for the next generations of professionals or to recover technical information of high value to the company. This happens especially when the company has a high turnover of experts (it is a fact that the nine generations of experts do not stay more than five years in the same company) or when one of the main experts retires.
Thus, one of the main challenges for the preservation or recovery of information is the development of a digital dialog interface based on Generative AI and Retrieval-Augmented Generation, which acts as an essential bridge, providing real-time support to operators and recovering expert knowledge to be able to transfer it between the different generations of the company.
By being able to interact directly with accurate business information through lightweight, editable documents, these frameworks are able to provide the answers needed in a matter of seconds, accelerating decision making.
In this case, where a human would take days to read many texts, a multi-agent model takes a few minutes or seconds.
Success Story: Chat with your data
Chat with your data is an innovative solution developed by 7Puentes that uses a multi-agent system, which means that it has different «agents» specialized in different tasks. Each agent is designed to process and answer specific questions, ensuring accurate and relevant information in real time, according to the user’s needs.
Below we explain how each agent works.
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Chat with your documents: This agent uses Retrieval-Augmented Generation (RAG) technology to extract and provide accurate answers based on the documents uploaded by the company. In this case, a question is received and the chatbot searches for the relevant information in various files that can be previously uploaded by users.
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For example:
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The document to be consulted is loaded.
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Different requests are made to the uploaded document
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Chat with your signals: Industrial plants generate a large amount of data through sensors. This agent allows you to consult real-time information on the various signals monitored in the company, even on the production of oil wells. From a prompt, the system identifies the corresponding signal and returns the last value recorded in the database. See example:
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Chat with your catalog: Within our platform, company information is defined in a database. This agent is able to generate dynamic SQL queries to get answers automatically. If you need to know details about assets, products, or equipment, simply make a query and the system will perform the search. See example:
Advantages of implementing “Chat with your data” in your company
The main competitive advantages of integrating this technological solution include:
- Queries for accurate information in real time.
- Transfer of expert knowledge throughout the organization.
- GenAI models that free up human time for other valuable activities.
- Agile and easy-to-implement frameworks and software.
- Interact with information from a variety of internal documents that are lightweight and can be processed quickly and effectively.
- Interact with information from sensors and structured wiring in the enterprise, especially IoT.
- No intensive knowledge of AI and data science is required to interact with the chatbot.
If you are really interested in this topic, we invite you to:
- Share this post with other professionals and leaders.
- Explore the possibilities of implementing «Chat with your data» in your organization.
- Find out what other documentation or sources would be interesting to process in this chatbot.
- Coordinate a call with our team of experts.
