Digital & Advanced Analytics

Empowering organizations across the energy sector—from oil and gas to emerging technologies—to lead boldly in a future shaped by digital and AI technologies

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We partner with energy organizations across the value chain to unlock operational and commercial excellence through digital transformation, AI-powered insights, and agile ways of working.

In the current data-rich yet underleveraged energy sector environment, oil and gas companies stand at the cusp of extraordinary opportunity. From sensors and Internet of Things (IoT) devices to advanced digital logging, vast streams of data hold the promise of unlocking transformative value—but much of it remains untapped.

In a world being reshaped by digital and AI, we help energy organizations adapt and lead with purpose, resilience, and innovation. We partner with companies across the oil and gas value chain, helping them capture the potential of digital to achieve breakthrough performance by:

leveraging AI (including gen AI and agentic AI) to optimize operations from exploration to retail, driving measurable impact on cost, safety, and sustainability
shaping and executing digital transformation strategies, quantifying value at stake, defining clear road maps, and embedding AI capabilities that fuel lasting impact
building a future-ready workforce by attracting, developing, and empowering top digital talent through initiatives such as McKinsey’s tailored digital academies
modernizing technology ecosystems by designing and scaling secure, cloud-native platforms and architectures that support new digital priorities
co-creating transformative digital solutions, working side by side with clients through agile, iterative methods that deliver scalable products and sustained business value

Examples of our work

Building technology capabilities and infrastructure

Assisted a leading petroleum refiner and petrochemical manufacturer in building in-house digital capabilities and designing a robust technology infrastructure focused on sustainability. The company enhanced its refinery operations, unlocking millions in annualized value.

Driving operations strategy and transformation

Supported a major petrol retailer in strengthening its operations strategy, boosting pipeline value, introducing innovative digital and retail growth levers, and rapidly upgrading supply chain capabilities—resulting in an over $60 million EBITDA uplift.

Enabling commercial agility and risk resilience

Collaborated with a petroleum refiner on a multiphase transformation to accelerate pipeline progress, implement integrated risk management, design a future-state book structure, and establish a forward-looking commercial road map.

Applying AI to reinvent supply chain performance

Worked with a natural gas company to embed AI into its frontline operations, enhancing the accuracy of demand forecasting and scaling value capture across the supply chain.

Rewiring the technology operating model for scalable innovation

Assessed a leading integrated oil and gas major’s existing technology capabilities and helped reimagine the operating model, resulting in ~$200 million in value, greater efficiency, enhanced effectiveness, and accelerated delivery of digital innovation through modern architecture and new ways of working.

Featured capabilities

Our deep knowledge, capabilities, and services enable us to offer companies unique insights and innovative tools.

AI at scale

AI opportunity identification, development, and value capture: We identify, design, and prioritize high-value AI use cases tailored to operational and commercial outcomes.
Agents@Scale: We deploy squads of AI agents to accelerate application modernization, reimagine and automate workflows, and execute large-scale technology upgrades.
i2i for PDLC (gen AI for product development): By embedding gen AI throughout the product development life cycle, we boost speed, innovation, and development quality.

Digital innovation and business building

Digital road mapping and technology strategy: We craft business-aligned digital strategies and transformation road maps tied directly to measurable value.
Digital business building and process redesign: We reimagine customer and user experiences (CX/UX) while designing digitally native operating models.
Prototyping and minimum viable product: By combining agile methodologies with real-time iteration and full product ownership, we rapidly translate ideas into testable products.

Modernization and efficiency at scale

Zero-based budgeting and efficiency planning: We drive future efficiency through app dispositioning and technology cost restructuring.
Tech operating model redesign and agile at scale: To unlock productivity and innovation across teams, we build agile, scalable, and resilient operating models.
Accelerated tech modernization and infrastructure resilience: We strengthen core systems, modernize legacy tech stacks, and build platforms ready for future scale.
Architecture of the future: We design forward-looking, cloud-native architectures that enable speed, flexibility, and sustainability.

Engineering talent and ecosystem advantage

Technology talent strategy and engineering excellence: We build and upskill expert engineering teams with targeted programs and capability-building platforms.
Strategic ecosystem partnerships: We unlock value through our alliances with AWS, Google Cloud, Microsoft, and other leading technology providers.
QuantumBlack’s world-class people stack: We tap into over 1,900 technologists and over 6,000 experts who have delivered impact across more than 13,000 engagements in the past three years.

Energy insights

Our market analytics group, Energy Insights, brings oil and gas companies the best fact base and sharpest analytics to develop their digital strategy and expertise. Using proprietary tools such as Digital Quotient and approaches such as Agents@Scale, we help companies assess their starting points relative to industry performance and accelerate upgrading their legacy systems.