Task
Reduce the time specialists spend searching for data in a large body of production reports.
The answers had to be verifiable, and the system had to run in the company's closed environment.
Oil holding
Corporate RAG over reports
The client is an oil holding.
LLMRAGVector searchOn-premise
AI search and answers over oil production reports with a link to the source.
Client
Oil holding
Industry
Oil production
Areas
LLM, RAG, document search
ESTESIS role
Development and deployment
From task to result
Client
An oil holding. Name under NDA.
What we did and how
We developed an AI assistant that searches the reports and formulates an answer based on the passages found.
- 01Loading and indexing oil production reports
- 02Search for relevant passages for the user's question
- 03An answer with the source — the report and section
- 04Deployment in the client's environment
Result
Specialists get an answer in seconds and immediately see which report it comes from.
Stack and competencies
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Accredited IT company · Russian Ministry of Digital Development registry No. 20142