AI case study

SLBScientific data extraction

Experts spent hours manually parsing drilling logs. AI now extracts 18 scientific entities across 15 document formats in seconds.

Published|1 year ago

Key results

Reduction Per Report
1-3 hours
F1 Score Accuracy
91.4%
Document Structures
15

Result highlights

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The story

Context

The world’s leading energy technology provider operates in over 120 countries with 85,000 employees, managing vast amounts of geological and field data.

Challenge

Subject matter experts spent up to three hours per document manually extracting data from drilling reports and maintenance logs because off-the-shelf...

Solution
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Scope & timeline

  • AI application built in 3 days

Quotes

The company

Technology and services provider for global energy production and decarbonization.

IndustryEnergy & Utilities
LocationHouston, TX, USA
Employees50K-100K
Founded1926

The AI provider

Snorkel AI logo

Snorkel AI

snorkel.ai
IndustrySoftware & Platforms

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