Petrophysics advisor (log prediction)

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Accelerate interpretation and unlock reservoir insights with intelligent log prediction

Overview

Tela in Techlog software helps petrophysicists and reservoir teams predict missing logs, improve data quality, and accelerate reservoir characterization. Powered by a pre-trained log foundation model and flexible training options, it enables users to generate reliable predictions while integrating seamlessly into existing subsurface workflows.

Challenges

• Accurate well log interpretation depends on the availability of high-quality training data.
• Basin-specific data can be limited, impacting prediction accuracy.
• Missing or incomplete logs create uncertainty and slow reservoir characterization workflows.
• Models can be difficult to reuse and scale across different projects and platforms.
• Fragmented workflows reduce efficiency and collaboration across subsurface teams.

Solution

• Leverage a pre-trained log foundation model built on data from more than 18,000 wells.
• Enable local fine-tuning using customer data to improve basin-specific accuracy.
• Support full model retraining using advanced algorithms when needed.
• Predict missing logs with minimal training input and strong performance.
• Integrate seamlessly with Petrel™ subsurface software and other Delfi™ digital platform applications.

Features

• Foundation model advantage: Pre-trained on data from more than 18,000 wells to provide robust baseline performance.
• Customizable workflows: Fine-tune models locally or retrain from scratch using advanced algorithms.
• Seamless integration: Connect with Petrel software and other Delfi platform applications for unified subsurface workflows.

Benefits

• Runs anywhere: Deploy on-premises or in the cloud for maximum flexibility.
• Adapts to local data: Fine-tune models to improve basin-specific prediction accuracy.
• Fills log gaps rffortlessly: Predict missing logs with minimal effort and high confidence.
• Scales across platforms: Integrate with Delfi platform applications to support end-to-end workflow efficiency.
• Accelerates reservoir characterization: Reduce the time required to generate insights from well log data.