Bridging the gap between “theory” and “field-ready” technology
As artificial intelligence, machine learning, and advanced data technologies rapidly evolve, energy companies face a critical challenge: transforming powerful theoretical tools into practical, field-ready solutions that improve subsurface understanding and operational performance. This workshop brings together geoscientists, engineers, data scientists, and technology leaders to explore how emerging digital innovations are being applied across the energy value chain—from exploration and development to monitoring, optimization, and the energy transition.
Through expert presentations and real-world case studies, attendees will gain insight into how AI-enabled technologies are reshaping decision-making in complex subsurface environments. Session highlights will include:
• Agentic AI
• New trends in data management
• The growing role of real-time monitoring technologies
• How AI is enabling geothermal development
• Enhanced subsurface and surface characterization
• Operational efficiency through GenAI and LLMs
• Use cases in drilling, completion, operations, and facilities management
• AI for produced water, critical minerals, and brine mining
• AI insights from other industries (mining, medical, space)
Program
Welcome and Introductions
8:00 am - 8:15 amThe Role of Technology and AI Within Renewed Exploration
- Matthew Fry, Katalyst
- John Boden, i2K
- Allison Gilmore, Director of Product Management, R&D energy software
- Rey Treviño, Director of Operations, Pecos Country Operating
- Andrew Barry, Continental Resources
- Richard Van Den Brand, Exploration Manager, TotalEnergies
- Patrick Kelley, Product Manager
- Subsurface and Wells Data and Insights, Chevron
Morning Session
AI in Integration of Seismic, Subsurface Data, and Continuous Monitoring
Sathiya Namasivayam, Vice President of Data, TGS
New Disruptive Machine Learning Technologies for Subsurface Interpretation
Deborah Sacrey, COO, Geophysical Insights
Welcome to the Agentic Era: Build Now, Deliver Value, Transform Every Line of Energy Business
Yuriy Gubanov, Worldwide Energy Partner Solutions Architect, AWS
Open Forum
Networking Break
Behind the Big-Box Black Box: The Hidden Cost of Enterprise AI
Scotty Salamoff, Geoscience Champion, BluWare
Advancing GeoGPT for Next Gen AI-Driven Energy Geoscience
Yitian Xiao, Senior Technical Consultant, Zhejiang Labs
Rapid Commercial Evaluation of Diversified Assets leveraging Agentic AI systems
Claudia Molina, President, SEGUEN
Human–Agent Co-Design: Building Task-Centric Software for the Future Energy Workforce
Reishins Toolsi & Reagan Kennedy, Account Manager Databricks
AI-Enhanced Passive Geochemical Imaging for Exploration De-Risking
Rick Schrynemeekers, CEO & CTO for Low Carbon Services, AGI
Open Forum
Lunch
Afternoon Session
Beyond the Algorithm: Operators, ISVs, and GSIs Deploying Agentic AI in Production
This session will explore how Agentic AI is moving from proof-of-concept to production deployment in subsurface workflows—covering technical architecture, business outcomes, organizational change, and lessons learned. This dynamic discussion will balance technical depth with practical implementation insights from those from Operators, ISVs, and GSI perspectives across the Oil and Gas industry.
- Christine Rhodes, Amazon Web Services
- Marcus Wunderle, Apache – TBD, Shell
- Raghu Menon, Senior Technical Product Manager, Bluware
Horseshoe/ U-Turn Wells: AI and Machine Learning in Action
Julian Chenin, Rogii
GenAI: Keep Your Agents Focused on Producing Facts Not Fiction
John Boden, CEO, i2KConnect
AI-Augmented Subsurface Interpretation for Optimized Well Planning
Ashish Fatnani & Shashwat Verma, Corporate Strategy, Oil and Gas, Halliburton
Open Forum
Networking Break
Harnessing the Power of LLMs and GenAI across Drilling, Geoscience and Production Workflows
Sunil Garg, President, DataVedik
Improving the Reliability of Reservoir Predictions with Gen AI
Emanuel Gringarten, Sr. Director Enterprise Solutions, AspenTech
Effective Use of Agentic AI and AI Tools for Subsurface Formation Damage Characterization
Saeed Salehi and Yuxing Wu, Herman Brown Chair, SMU
Scientific AI/ML for Various Offshore Oil & Gas Operations
Miyank Tiyagi, Professor, LSU
From Global Seismic Libraries to Basin-Scale Exploration Insights
From Global Seismic Libraries to Basin-Scale Exploration Insights
Right Signal, Right Time: Unlocking Produced Water Intelligence with AI
Shahid Haq, Founder and Exectuive advisor, Wellquest Consulting Inc.
Open Forum
Networking Reception
Welcome and Introductions
8:00 am - 8:15 amWelcome and Introductions
1:30 PM–1:45 PMMorning Session
Panel - Using Data for Multiple Uses: Geothermal, Critical Minerals, Energy Storage, CCUS, Water Management
- Cucha Lopez, ExxonMobil
- Kylee Brown, Data Scientist, Chevron
- Chris Seibel, CNOOC
- Allison Kennedy Thurmond, Vice President, North America Lithium, Equinor
Automated Mineral Detection and Classification: Mining and Energy
Dave Browning, CEO, TerraCore Geospectral Imaging
GenAI and Machine Learning for Energy Decision-making
Camilo Rodriguez, Head of Data Science and Modeling, S&P Global
AI for Automated Real-Time Mineral Identification from Samples
Ben Geaghan, Global Business Development Manager, SLB
Open Forum
Networking Break
Planning the Analytics for CCUS, Waste Injection, Mineral Extraction, Water Production and Monitoring Wells
Toddy Guidry, Technical Sales Advisor, Core Laboratories
Machine Learning Observations about a Mature Unconventional Reservoir
Dias Satbaldy, University of Southern California
Rapid Commercial Evaluation of Diversified Assets Leveraging Agentic AI Systems
Claudia Molina, President, SEGUEN
From Hypothesis to Decision: A Bayesian Framework for Subsurface Modeling Under Uncertainty
Ziang Zhang* (presenter), Xiaolong Wei, Jiajia Sun, Jiefu Chen, Yueqin Huang, University of Houston
AI-Enhanced Geothermal Heat Flow Modeling
Kevin McCarthy, Geothermal Senior Advisor, BakerHughes
Open Forum
Lunch
Afternoon Session
The Renewed Importance of Data Quality and Data Management with AI and Agentic AI
- Emanuel Gringarten, Sr. Director, Enterprise Solutions, AspenTech
- Mohamed Khalil, Murphy Oil
- Yuxing Ben, OXY
- Akash Sharma, VP of Product (AI), Enverus
Welcome and Introductions
Data Management in the AI Era
Trey Broussard, Katalyst
Disruption-Proofing AI Workflows for Data Harmonization and Agentic AI
Sashi Gunturu, CEO, Petrabytes
Open Forum
Networking Break
Agentic AI-Ready Core Data for Multiple Subsurface Energy Uses
Lindsay Roe, Director of Digital Innovation, Core Laboratories
Autonomous Rock Intelligence: Field-Proven AI Workflows
Dave Tonner, President, Diversified Well Logging
Fusing Multiple Open Source Datasets With Proprietary Analytics Models
Holden Nash, President, Boundary RSS
AI-Ready Data for Quick Selection and Screening of Idle and Marginal Wells for Bypassed Pay, New Horizons, and EOR Candidates
Galen Dillewyn, VP, NuTech
Quick Suite Agentic AI
Kim Padeletti, Head, Energy Data Insights, AWS
TBD
Juan Mayol, Director of Oil & Gas, Subsurface, Darcy Partners
Poster Session
AI and Next-Generation Geosteering
Travis Hagler, Rogii
Deploying Agentic AI for Field-Ready Geostatistical Workflows
Claudia Molina, President, SEGUEN
TBD
Tiffany Legg, Ph.D. Candidate, University of Oklahoma
Committee
Pricing & Registration
Registration
Venue
Venue
Houston, TX – Norris Conference Center – CityCentre
Address
816 Town & Country Blvd., Suite 210, Houston, Texas, 77024, United States
Phone
(713) 590-0950Lodging
Rate: $229 + 17% tax
The Hotel imposes a destination fee of $15.00 plus tax per room / per night.
This fee includes standard WIFI throughout the hotel, garage self-parking on the 3rd floor, daily continental breakfast, free local and toll-free calls, bottled waters, and use of on-property fitness center.
Booking Deadline:
11 May 2026
Houston, TX – Norris Conference Center – CityCentre
816 Town & Country Blvd., Suite 210, Houston, Texas, 77024, United States
Sponsorship & Exhibition
Get in touch with Cait Williams to learn more about sponsorship.
Event Contacts
Director, Innovation and Emerging Science and Technology
Be Notified on AAPG Training Opportunities
From geotechnical workshops to field trips and more, stay in the loop on upcoming virtual and in-person events.