Tela™ agentic-AI assistant for unstructured data insights

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Automated extraction, classification, and querying of oil and gas unstructured data across OSDU document categories.

Overview

Unstructured Data Insights combines three AI-powered workflows—oil and gas document classification, PVT report extraction, and document question-and-answering—to automate the management of unstructured technical data. By transforming documents into structured, searchable, and traceable information, the solution replaces manual data handling with a single auditable workflow, enabling faster access to trusted insights.

Challenges

• Critical technical information is often scattered across multiple repositories, drives, and document stores.
• Large volumes of unstructured data make it difficult for engineers to locate and use relevant information efficiently.
• Manual document classification and data extraction are time-consuming and prone to errors.
• Valuable technical knowledge and intellectual property often remain underutilized.
• Lack of traceability can create auditability and governance challenges.

Solution

• Automatically organize and classify documents using OSDU-aligned taxonomies.
• Extract structured information from complex technical reports and engineering documents.
• Enable natural language access to enterprise document repositories.
• Maintain traceability from extracted data back to source documents.
• Transform unstructured content into trusted, reusable digital assets.

Features

• Oil and Gas Document Classification – Automatically classify unstructured oil and gas documents according to all 13 OSDU-standard document categories. Transform disorganized document archives into structured, searchable repositories while eliminating manual classification efforts.
• PVT Report Extraction – Extract fluid properties, test conditions, and measurement values from laboratory PVT reports. Structure extracted data into analysis-ready formats with full traceability to source pages and bounding boxes for direct use in reservoir modeling and simulation workflows.
• Document Question and Answering – Enable engineers to query large document repositories using natural language and receive precise, traceable answers sourced directly from relevant documents. Reduce the time required to locate and synthesize technical information.

Benefits

• Automated OSDU Classification – Classify documents across all 13 OSDU-standard document categories with full coverage.
• End-to-End Traceability – Trace every extracted value back to its source document UUID, page number, and bounding box for complete auditability.
• Accelerated Data Processing – Replace days of manual document review and data entry with a single automated workflow.
• Improved Data Accessibility – Make unstructured technical information searchable, accessible, and analysis-ready.
• Unlock Hidden Value – Reduce operational risk and maximize the value of previously inaccessible technical knowledge and intellectual property.