Oil Ground Up

How is artificial intelligence transforming oil market analysis, and will AI create an entirely new generation of commodity traders and analysts?On this episode of the Oil Ground Up Podcast, host Rory Johnston welcomes Keshav Lohiya and Neil Maheshwari, co-founders of HiLo Analytics (formerly Oilytics), for a deep dive into the evolution of oil market data, artificial intelligence, and the future of commodity market intelligence.The conversation explores how oil market analysis has evolved from manual Excel spreadsheets and traditional supply-demand balances to high-frequency data, satellite imagery, tanker tracking, and AI-powered analytical platforms.Keshav and Neil explain how AI agents are transforming the way traders and analysts access information, build oil market balances, conduct backtesting, evaluate trading strategies, and analyze geopolitical developments in real time.But does more data necessarily lead to better decisions? Rory challenges the idea that increasingly sophisticated analytical tools will create greater market consensus, exploring how confirmation bias, competing interpretations, and the changing composition of oil market participants could actually lead to greater disagreement.The discussion also examines the limitations of artificial intelligence, the importance of reliable data, and why human judgment remains essential to generating investment and trading alpha.In a particularly interesting segment, Rory puts HiLo Analytics' AI platform to the test with a live experiment examining potential outcomes of the U.S.-Iran conflict, geopolitical uncertainty, and the implications for global oil markets.Finally, the guests share their perspectives on how AI could fundamentally change the role of oil market analysts and traders over the next several years.

Oil prices are soaring, diesel markets are facing historic shortages, and geopolitical conflict is disrupting global energy flows. But could crude oil prices fall sharply once Middle Eastern supply returns?On this episode of Oil Ground Up, host Rory Johnston welcomes Dennis Kissler, Senior Vice President and Head of Trading at BOK Financial, for an in-depth discussion of crude oil markets, producer hedging strategies, the global diesel shortage, and the risks facing energy markets as the conflict with Iran continues.With four decades of experience in energy futures and derivatives, Kissler offers a perspective from the trading desk, where he helps U.S. oil and natural gas producers protect their revenue through futures, swaps, and options.Kissler argues that today's oil crisis is fundamentally different from previous supply shocks. Rather than a permanent shortage of crude oil, he sees a transportation and geopolitical disruption that could eventually be resolved much faster than markets anticipate. With global oil supplies already running in surplus before the conflict, he warns that restoring Middle Eastern exports could send crude prices sharply lower.The conversation also examines why U.S. producers are increasingly hedging future production, how elevated freight and insurance costs have fractured global oil pricing, and why diesel—not crude oil—may be the most important commodity to watch.Rory and Dennis explore the widening disconnect between WTI and Brent crude, historically elevated diesel refining margins, the effects of disrupted Russian and Middle Eastern fuel exports, and the growing risk that sustained diesel shortages could fuel inflation, higher interest rates, and an economic slowdown.Finally, they discuss whether China and India can help relieve the refined products shortage, what a diplomatic resolution could mean for oil prices, and the key indicators investors should monitor over the coming months.

Oil Ground Up host Rory Johnston welcomes Samir Madani, co-founder of TankerTrackers.com, for an in-depth discussion of the rapidly changing oil flows through the Strait of Hormuz, escalating Iranian attacks on commercial shipping, and the extraordinary costs now reshaping global oil markets.
Madani explains how TankerTrackers uses satellite imagery, vessel identification, and on-the-ground intelligence to track oil tankers operating with their AIS transponders switched off. With hundreds of vessels moving through increasingly opaque shipping routes, traditional tanker-tracking data may be missing critical barrels.The conversation examines how Saudi Arabia is adapting its export strategy between the Red Sea and Persian Gulf, why Iranian crude exports have largely stalled, and how tanker operators continue moving oil despite missile and drone attacks.
Rory and Samir also explore the explosion in tanker freight rates, the growing fragmentation of global oil markets, the challenges of restoring refined product supplies, and whether the upcoming U.S. midterm elections could mark another turning point in the conflict.

What happens to the global oil market when the Strait of Hormuz remains disrupted for months, tanker shipping costs explode, and China dramatically reduces its crude imports?
In this episode of Oil Ground Up, host Rory Johnston welcomes Javier Blas, Bloomberg Opinion columnist and co-author of The World for Sale: Money, Power, and the Traders Who Barter the Earth's Resources, for an in-depth discussion of the extraordinary forces reshaping global oil markets.
With Brent crude trading around $106 per barrel at the time of recording, Blas explains why the oil crisis has not produced the $200 oil prices or global economic collapse many initially feared. A major reason? China's dramatic retreat from the seaborne crude market, strategic petroleum reserve releases, and commodity traders finding increasingly creative ways to move oil through the Strait of Hormuz.
The conversation examines the economics and dangers of tanker shuttles operating through the Persian Gulf, how soaring freight rates are fragmenting the once-global oil market into regional markets, and why some traders are earning extraordinary margins while taking enormous risks.
Rory and Javier also discuss the longer-term consequences for oil demand, strategic stockpiling, diesel markets, and the future of OPEC following the UAE's departure.

What happens when geopolitical risk stops being theoretical and begins physically reshaping global oil flows?On this episode of Oil Ground Up, Rory Johnston is joined by Michelle Brouhard, Head of Policy and Geopolitical Risk at Kpler, for a wide-ranging discussion on the collision between geopolitics, energy policy and physical commodity markets. Drawing on a career spanning power, natural gas, oil trading and hedge funds, Michelle explains how she now works at the intersection of market data and government policy—and why understanding the consequences of policy decisions has become increasingly important for energy markets.The conversation begins with the return of the geopolitical risk premium in oil. Michelle argues that the shale revolution fundamentally changed how markets priced geopolitical disruptions, creating years in which supply shocks from Libya, Russia, the Middle East and elsewhere struggled to sustain higher prices. Today, she believes that dynamic is changing.Rory and Michelle then tackle the debate surrounding Kpler's Strait of Hormuz tanker data. Michelle explains how Kpler combines AIS, satellite imagery and people at ports to track vessels. Despite flows approaching pre-war levels, product exports remain constrained, U.S. naval escorts are not a sustainable long-term solution, and confidence in the Strait has yet to be fully restored.The discussion then turns to the increasingly acute global diesel shortage and the limited options available to policymakers. Could Europe release strategic diesel inventories? Could China increase product exports? Could shipping regulations be temporarily relaxed to free additional diesel supply? And could the Trump administration restrict U.S. diesel exports—or use them as leverage to pressure Europe into releasing its own inventories?Michelle lays out the potential consequences of each option and explains why she sees an outright U.S. diesel export ban as less likely than Washington using energy as a form of economic statecraft. She assigns a 50% probability to the U.S. pressuring Europe to release more inventories, 25% to an export ban and 25% to allowing the market to solve the imbalance itself.This is a deep dive into oil markets, diesel, Hormuz, tanker tracking, strategic reserves and the increasingly complicated relationship between energy markets and geopolitics.