Industry News
In his March 2025 guest editorial for the Journal of Petroleum Technology (JPT), Michael Thambynayagam, a retired SLB scientist with over 35 years in the field, articulates a pivotal shift in the oil and gas industry’s digital transformation. He describes a transition from a gradual evolution to a rapid “shockwave” driven by artificial intelligence (AI) and automation. This transformation is not merely about adopting new technologies but about fundamentally redefining operational paradigms.
From Evolution to Shockwave
Thambynayagam notes that for decades, technological advancements in the oil and gas sector—such as 3D seismic imaging and horizontal drilling—progressed incrementally. However, the recent surge in AI capabilities has accelerated this progression dramatically. Companies are now leveraging AI models trained on extensive historical data to predict key performance indicators like Maximum Efficient Rate (MER) and Expected Ultimate Recovery (EUR), moving away from traditional deterministic models.
The Role of AI in Modern Operations
The integration of AI into oil and gas operations has introduced a new era of “sense-compute-act,” where real-time data acquisition and processing enable more responsive and efficient decision-making. This shift has led to the development of autonomous oilfields, where AI systems monitor, predict, and optimize operations with minimal human intervention.
Balancing Automation and Human Expertise
Despite the advancements, Thambynayagam emphasizes the importance of balancing automation with human intuition. He argues that AI should augment, not replace, human expertise. The successful integration of AI into operations requires a collaborative approach, where human insights guide and refine AI-driven processes.
Implications for the Energy Transition

AI’s role extends beyond optimizing hydrocarbon extraction; it also facilitates the integration of renewable energy sources. By enhancing efficiency and reducing emissions, AI supports the industry’s transition toward more sustainable energy solutions. Thambynayagam asserts that embracing AI is crucial for companies aiming to remain competitive in a rapidly evolving energy landscape.
Pytheas Energy: Embodying the AI-Driven Future
At Pytheas Energy, we resonate with Thambynayagam’s insights. Our operations are deeply rooted in the integration of AI and human expertise. Through our proprietary Pytheas.AI platform, we analyze vast datasets to inform decisions on well revitalization, maintenance, and optimization. This approach allows us to identify undervalued assets and transform them into profitable ventures.
Our field subsidiary, Mojo Exploration, exemplifies this synergy. By combining AI-driven insights with hands-on field experience, we execute targeted interventions that enhance production and extend the life of wells. This collaborative model ensures that our operations are both efficient and adaptable to the dynamic energy sector.
In embracing the AI revolution, Pytheas Energy is not just adapting to change—we are driving it. By harmonizing cutting-edge technology with seasoned expertise, we are redefining what it means to be a modern energy company.