Fleet service providers must strengthen digital capabilities, tailor offerings to diverse fleet needs, and adapt to shifting sources of value as electrification and AI reshape the market.
Our Approach to Downstream Oil and Gas
650+
downstream consulting cases across refining, fuel retail, and commercial transformation since 2024
300+
experts with deep downstream industry, digital, and operational excellence
Leading downstream companies are strengthening strategy, transforming operations, and scaling AI to compete in an increasingly complex market. BCG’s downstream oil and gas consulting teams partner with clients across the value chain, from refining and integrated petrochemical operations to fuel retail and commercial operations, combining deep proprietary data, advanced analytics, and hands-on transformation experience to deliver measurable results.
Refining Strategy and Asset Optimization
Refineries must balance margin performance, capital allocation, and decarbonization priorities. Our refinery consulting teams help clients optimize portfolios, improve refinery performance, and define practical pathways through the energy transition, including renewable fuels integration and Scope 1 and Scope 2 emissions reduction.
Fuel Retail and Commercial Transformation
Changing customer expectations and new mobility ecosystems are reshaping fuel retail. BCG’s fuel retail consulting expertise helps operators reposition networks, diversify revenue streams, and strengthen the digital and commercial capabilities needed to compete.
Applied AI and Digital Transformation
Artificial intelligence is rapidly becoming a competitive differentiator across downstream operations. From AI-enabled scheduling and value chain optimization and predictive maintenance to dynamic pricing and value chain optimization, BCG helps clients scale digital capabilities and improve operational decision-making.
Energy Transition and Decarbonization
The energy transition is reshaping downstream portfolios and investment decisions. BCG’ downstream oil and gas consulting teams help clients reduce emissions, evaluate renewable fuels, and identify new sources of value through low-carbon investments and resilient operating models.
Organization and Operating Model Transformation
Lasting transformation requires strategy, operations, and people to evolve together. BCG works with downstream oil and gas leaders to redesign operating models, build new capabilities, and strengthen governance so organizations can move faster and execute with precision.
Our Clients’ Success in Downstream Oil and Gas
A US refinery sought to optimize scheduling, maximize margins, and respond more quickly to changing operating conditions. BCG's refinery consulting experts implemented an AI-powered scheduling solution, combining a refinery-wide digital twin with advanced optimization algorithms. The solution generated multimillion-dollar annual value while reducing planning and scheduling activities from hours to less than 10 minutes.
An Australian fuel retailer sought to strengthen fuel pricing and respond more efficiently to changing market conditions. Using AI and advanced analytics, BCG developed a next-generation pricing engine that optimized pricing decisions across more than 600 service stations. The solution increased gross profit by 7% while driving a 5% increase in fuel volumes.
An African refinery aimed to improve the economics and strategic value of an expansion program. BCG assessed market demand, project economics, and value-creation opportunities to optimize the investment strategy and enhance long-term competitiveness. The assessment revealed opportunities to optimize project CAPEX by more than $300 million, de-risk project delivery, and increase asset EBITDA by $160 million annually, resulting in an internal rate of return of up to 15%.
Our Downstream Oil and Gas Products and Solutions
BCG combines proprietary data, AI, and digital solutions to help downstream companies improve decision-making, optimize operations, and accelerate transformation. Our tools bring together deep industry expertise and advanced analytics to deliver measurable business impact.
Refinery AI by BCG X
Refinery AI by BCG X is an AI-powered refinery optimization platform that improves scheduling, optimizes crude selection and production planning, and accelerates operational decision-making.
Refinery AI by BCG X
BCG Global Refining Model
BCG's Global Refining Model helps downstream leaders evaluate refinery competitiveness, forecast market dynamics, and make more confident portfolio and investment decisions.
BCG Global Refining Model
Sales AI
Sales AI enables downstream organizations to improve pricing, sales effectiveness, and customer engagement through AI-powered commercial copilots that identify growth opportunities and recommend next-best actions across B2B and fuel retail channels.
Sales AI
GINI
GINI is BCG’s AI-powered pricing solution for refining and petrochemical businesses, helping commercial teams optimize pricing, improve margins, and accelerate pricing decisions through machine learning and advanced analytics.
GINI
Market Sensing
Market Sensing combines proprietary client data with AI to generate commodity price forecasts and commercial trading signals, helping downstream organizations optimize trading decisions and respond more quickly to changing market conditions.
Market Sensing
Advanced Dynamic Pricing
Advanced Dynamic Pricing equips fuel retailers to optimize pricing across service stations, customer segments, and products, improving margins and accelerating pricing decisions through machine learning and advanced analytics.
Advanced Dynamic Pricing
Our Insights on Downstream Oil and Gas
Article
April 24, 2026
By becoming AI-first, refiners can create a faster, system-wide response to market volatility, significantly improving margins.
Article
April 1, 2025
Some refiners have already moved aggressively and produced big savings. Others have been slower to address inefficiencies.
Article
July 2, 2025
Convenience retailing is essential for service stations’ long-term viability. But to succeed, players must have their finger on the pulse of evolving consumer preferences.
Article
July 11, 2024
In markets where electric vehicles dominate, up to one quarter of fuel retail outlets may become unprofitable by 2035. Here’s how fuel retailers can adapt.
Our Downstream Oil and Gas Consulting Team
BCG’s downstream oil and gas experts combine leading capabilities in strategy, AI, operations, and commercial transformation with refining consulting expertise that helps clients solve complex business challenges.
