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SPE Workshop: Data Under Pressure – Real-World Impact and Innovation in Oil & Gas
27–29 Jan 2025 | Pomeroy Kananaskis Mountain Lodge | Kananaskis, Canada

SPE Logo

SPE Workshop: Data Under Pressure – Real-World Impact and Innovation in Oil & Gas
27–29 Jan 2025 | Pomeroy Kananaskis Mountain Lodge | Kananaskis, Canada

Schedule

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Schedule

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1630
  1. 10 mins
    Event Co-Chairs: 

    Pierce Anderson, ARC Resources; Dan Elliott, Independent 

1640
  1. 80 mins

    Session Chairs: Shayne Chidlaw, Chirality Research Canada; Mike Davies, Turing Analytics 

    Strategy, governance, organizational awareness, and cultural adaptation when implementing AI and ML solutions.

    AI – The Coming Multi-Car Collision

    When OpenAI unveiled its new ChatGPT interface, it ushered in a new era of computing, creating a tectonic shift in the ways we gather information.  From getting assistance writing computer code, speeding up work processes, and even building resumes and cover letters, ChatGPT received swift adoption from millions of people with the potential to streamline thousands of work processes.  But what about the dark side of AI?  Experts warn of massive job dislocation, of certain fields of employment being phased out causing massive job losses.  How is this bearing out in reality today?  Is genAI content really appreciated?  What are the business ethics and security considerations? How will this affect government policies?  And what about the massive resources (water and electricity) required to enable the transition to mass AI?  Will all go smoothly, or will the trifecta of employment, government, and resource availability end up on a collision course?

    Moderator: 

    Shayne Chidlaw, International Business Growth and Strategic Manager, Chirality Research Canada

    Panelists:

    Wish Bakshi, Founder | Energy Data & AI Consultant – Quant AiQ 
    Moksh Dani, Manager, Subsurface Strategy – Murphy Oil 
    Mike Henry, Managing Director - Domino Collective
    Alexander Lach, AI Development Manager - OXY
    Scott McKean, Specialist Solution Architect – Databricks
     

     

     

1800
  1. 90 mins
0730
  1. 60 mins
0830
  1. 90 mins

    Session Chairs: Grant Byrnes, Enverus; Scott McKean, Databricks; Thomas Moore, Birchcliff Energy

    This session highlights real-world use cases that have successfully leveraged data and analytics to deliver actionable decisions and operationalize value. The session focuses on the setup and delivery of these projects, as well as the challenges encountered and overcome during implementation. Attendees will gain valuable insights into the practical application of analytics in decision-making processes and learn from the experiences of successful implementations across various domains.

    Presentations:

    From Predictive to Generative: Practical AI Applications Reshaping Energy Operations
    Akash Sharma, Director, Product Innovation - Enverus

    Optimizing Gas Lift Distribution – With Physics
    Graham Helfrick, VP of Sales - whitson

    Carbon Copies: Injecting Decision-Making Power into Carbon Storage Resource Data
    Graham Hack, Director, Reservoir & Data Sciences - Carbon Alpha

1000
  1. 30 mins
1030
  1. 90 mins

    Session Chairs:  Grant Byrnes, Enverus; Hayden Fiege, Cenovus

    Move beyond the hype with real-world examples of how AI can add tangible value to your business or operations.

    Presentations:

    Welcome to the World of Hyper Productivity
    Melanie Popp, Director-Operations Consulting - PWC

    Can AI Replace Your Land Department
    Alexander Lach, AI Development Manager - Oxy; Andrew Pruet, Engineering Advisor- Oxy

    Domain-Specific Generative AI in Energy Engineering (RAG and GRAG Methods)
    Kamran Haddadian, Research Assistant - University of Calgary

1200
  1. 60 mins
1300
  1. 90 mins

    Session Chairs: Pierce Anderson, ARC Resources; Scott Pinckston, Veren

    Your models are only as good as the decisions they inform. Join this session for actionable insights on interpreting and applying model outputs to real-world challenges while steering clear of potential pitfalls.

    Presentations:

    Digital Technologies for Microseismic Data Management in Cold Lake, AB
    Simona Costin, Geomechanics Advisor - Imperial Oil

    Stuck No More: Hook Load Anomaly Detection
    Pierce Anderson, Supervisor, Advanced Analytics - ARC Resources

    Clustered GAM Models to Predict Shale Well Performance – Evaluation and Deployment
    Gaurav Sharma, Reservoir Engineering/Data Analysis - Veren


     

1430
  1. 30 mins
1500
  1. 90 mins

    Topic 1: Down the Rabbit Hole: Challenge of Working with Gen AI Outputs

    This breakout session centres around what to do with generative AI outputs. How do you control the results when you are dealing with a drunk probability machine? How do you deal with hallucinations, unsafe content, and potential leaks of personal information? What about images and tables? What do you do when prompt engineering breaks your production pipeline? How should we think about security issues and avoid leaking your confidential data to the world?

    Facilitators: Scott McKean, Databricks; Mike Davies, EVA by Turing Analytics

     

    Topic 2: Data Science Made Easy and for Everyone

    In this session, we will explore the concept of data and AI democratization. How does the next generation of generative AI further remove barriers to data science and analytics? Can AI replace traditional programming fundamentals that used to be significant barrier for entry into analytics? How does this shift the traditional data science paradigms for practitioners and how do organization adapt?

    Facilitators: Grant Byrnes, Enervus; Danial Kaviani, EY; David Vu, Suncor

     

    Topic 3: Cross-Border Insights: Navigating Data Mindsets in Canada and the USA

    Explore the contrasting mindsets and cultural approaches to data analytics in the oil and gas industries of Canada and the USA. This breakout session will delve into how regional values, regulatory landscapes, and operational philosophies shape the way companies leverage data to drive innovation and efficiency. Join us to uncover insights, share experiences, and discuss strategies that bridge these differences for competitive advantage

    Facilitators: Pierce Anderson, ARC Resources; David Fulford, EIV Capital; Scott Pinckston, Veren

     

1630
  1. 90 mins
0730
  1. 60 mins
0830
  1. 60 mins

    Session Chairs: Shayne Chidlaw, Chirality Research Canada; Dan Elliott, Independent

    Breaking down silos and fostering cross-discipline collaboration and communication is key to unlocking actionable insights, as well as building team relationships and aligning goals among workers who may have different reporting chains.  In this session, we'll explore how integrating diverse datasets can bridge knowledge gaps, streamline communication, and drive a data-centric cultural shift that empowers teams to make more informed, cohesive decisions.

    Presentations: 

    Empowering Teams with Map Democratization: An End-to-End Geologic Data Integration
    Bobby Gunning, Data Scientist - Tundra Oil & Gas

    A Data Fusion Craze, Basic Tips to Lead to Actionable Insights
    Pete Singbeil, Development/Operations - Advantage Energy 

     

0930
  1. 30 mins
1000
  1. 90 mins

    Session Chairs: Pierce Anderson, ARC Resources; David Vu, Suncor

    Data science and analytics projects hold tremendous promise and value when successfully implemented; however, the path to successful implementation is not straightforward and is filled with pitfalls. This session explores lessons learned from projects as told by those who learned them the hard way.

    Presentations:

    Code Constraint: Lessons Learned from Modernizing a Reservoir Workflow
    Henry Hy, Team Lead, Data and Analytics - Strathcona Resources

    Quantifying Interwell Communication in the Montney Formation
    Benson Lamidi, Reservoir and Completions Engineer - ResFrac

    Unlocking Insights: Navigating  Data Challenges to Drive Operational Efficiency
    Chelsea Haskovec, Manager, Data Analytics - Kosmos

     

1130
  1. 60 mins
1230
  1. 90 mins

    Session Chairs: Jessie Wang, ConocoPhillips; Shayne Chidlaw, Chirality Research Canada

    Are you ready to accelerate your organization's digital transformation and make informed choices in your tech journey? In this session, industry leaders will share their experiences selecting fit-for-purpose technologies, platforms, and tools to tackle real-world problems within their organizations. Speakers will discuss the decision-making processes, key learnings, and strategic considerations that led to successful tech implementations.

    Presentations:

    Free Tools, Rich Insights: How Birchcliff Developed an In-House Spatial Engine Using PostgreSQL
    Thomas Moore, Analytics Engineer - Birchcliff Energy

    Why Picking the Right Software Package Isn’t Always About Features and Technology
    Mike Henry, Managing Director - Domino Collective

    Drilling Dynamics Optimization: Selecting the Ideal Tech Stack
    Morgan Allen, COO - Recon Intelligence

1400
  1. 30 mins
1430
  1. 60 mins

    Session Chairs: Shayne Chidlaw, Chirality Research Canada; Hayden Fiege, Cenovus; David Fulford, EIV Capital; Danial Kaviani, EY

    We conclude this year’s workshop with an interactive discussion reflecting on key themes and insights. Engage with peers to identify emerging challenges and opportunities in data as we look ahead to 2025 and beyond.