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Unlocking Insights from Unstructured Data | Yohanes Nuwara | O&G Expert Series - Webinar #5
80% of data in the Oil & Gas industry is unstructured (source: SPE)… and most of it is never used.
In this webinar, Yohanes Nuwara, founder of GeoDataX, shares how AI and large language models (LLMs) can be used to extract and use information from scanned reports and legacy files.
You’ll learn:
✅ What unstructured data is and why it’s a challenge in oil and gas
✅ How retrieval augmented generation (RAG) works to quickly search thousands of documents
✅ How LLM-based data extraction can outperform traditional OCR for complex, varied report formats
✅ Practical workflows for converting unstructured data into structured formats like JSON or Excel
✅ Real demos, including extracting well completion data and generating modern diagrams automatically
Presented by Yohanes Nuwara, Founder of GeoDataX, and hosted by Alan Mourgues, Founder of CrowdField.
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🔧 Give the CrowdField LinkedIn page a follow. We regularly share tools, insights, and other O&G goodies you won't want to miss: https://www.linkedin.com/company/crowdfield
🌐 Explore the CrowdField site for more tools and products built for subsurface professionals: https://www.crowdfield.net/
🔔 Please give us a hand by subscribing to the channel... you’ll get notified when new content drops.
Видео Unlocking Insights from Unstructured Data | Yohanes Nuwara | O&G Expert Series - Webinar #5 канала CrowdField
In this webinar, Yohanes Nuwara, founder of GeoDataX, shares how AI and large language models (LLMs) can be used to extract and use information from scanned reports and legacy files.
You’ll learn:
✅ What unstructured data is and why it’s a challenge in oil and gas
✅ How retrieval augmented generation (RAG) works to quickly search thousands of documents
✅ How LLM-based data extraction can outperform traditional OCR for complex, varied report formats
✅ Practical workflows for converting unstructured data into structured formats like JSON or Excel
✅ Real demos, including extracting well completion data and generating modern diagrams automatically
Presented by Yohanes Nuwara, Founder of GeoDataX, and hosted by Alan Mourgues, Founder of CrowdField.
---
🔧 Give the CrowdField LinkedIn page a follow. We regularly share tools, insights, and other O&G goodies you won't want to miss: https://www.linkedin.com/company/crowdfield
🌐 Explore the CrowdField site for more tools and products built for subsurface professionals: https://www.crowdfield.net/
🔔 Please give us a hand by subscribing to the channel... you’ll get notified when new content drops.
Видео Unlocking Insights from Unstructured Data | Yohanes Nuwara | O&G Expert Series - Webinar #5 канала CrowdField
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9 августа 2025 г. 1:16:50
00:35:25
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