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Well Advisor Based on NLP (Natural Language Processing)

About the Customer

Companies in the Oil and Gas market segment

Solution in Brief - Intelligent, semantic search and knowledge-based advisory solution that connects and contextualizes all well-related data using AI to advise on planning and operations.

Business Challenges

  • Lack of an integrated platform to extract insights from structured and unstructured data and understand the correlation between them
  • No holistic view of the lifecycle of the well
  • Knock-on effect on well delivery, operations and FDP (field development plans)
  • Unable to collate, visualize and contextualize data

Solution Description

Well Advisor leverages Knowledge Graph and Search Technologies to provide an intelligent, semantic search and knowledge-based advisory solution.

  • Construct basic NLP/NLU (Natural Language Processing /Natural Language Understanding) systems for processing the input, doing basic extractions, and producing knowledge graph output
  • Index the resulting knowledge graph into a search engine or graph database and provide a browse and filter interface to show the results on a timeline or depth chart
  • Investigate wells through easy comparison and visualisation of well parameters (e.g. show equipment and operations on a stick chart or on a drilling timeline)
  • Conduct Root Cause Analysis (RCA) to identify abnormalities (e.g. sequence which lead to mud loss, kick or a stuck pipe)
  • Advise on factors such as like RPMs (Relative Permeability Modification) or WOB (Weight On Bit) for optimal outcomes

Value Delivered

  • Increase in operational efficiency (up to 25%)
  • Reduction in decision time (up to 50%)
  • Increase in well reliability (up to 10%)
  • Improvement in well risk assessment (up to 15%)

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