The Autonomous Refinery Playbook: From Vision to Value

A leading Integrated Oil & Gas company defined a structured multi-year roadmap to evolve its refining and petrochemical complexes toward autonomous operations, aligning technology, governance, and organizational transformation — with a clear objective: structurally improving industrial break-even levels to secure long-term operational continuity and economic viability in an increasingly volatile energy market.

Vision

operate industrial facilities without human intervention

Activation

+200 tech‑enabled use cases with validated business cases

Scale

7 industrial facilities in 3 countries

Profitability

target: 0.25 $/BBL breakeven improvement

From isolated initiatives to a unified autonomous plant vision

Downstream operations had multiple autonomous and digital initiatives underway across its industrial complexes, driven by different teams and technology providers, but without a unified framework or shared governance.

Objectives

Define a clear autonomous plant vision, align ongoing initiatives, and build a structured roadmap with tangible benefits and controlled investment.

Opportunity

Automation and digitalization represent a structural opportunity to transform industrial operations. By embedding advanced process control, real-time analytics, AI-driven optimization, and remote operations capabilities, the company can reduce operational variability, minimize unplanned downtime, and improve asset reliability. At the same time, enhanced visibility and predictive insights reduce safety incidents, optimize energy intensity, and decrease emissions — strengthening both competitiveness and sustainability performance.

Driving a Centralized Strategic Transformation Roadmap

Proven delivery overcoming complex multi site business and technical challenges

Key Challenges

Facing existential pressure, refineries require bold break-even improvements supported by rigorous prioritization and strong governance.

Scattered and siloed efforts of technology demonstrators restrcited scalabilty and replicability across complexes.

Overcoming legacy practices and an aging workforce required a balanced transformation across technology, people, and processes.

Solution

Co-designed the future vision of the plants and mid-term goals aligned with corporate strategy.

Defined a comprehensive framework and multi-year roadmap structured by domains, strategic axes, programs, and projects.

Developed the autonomouos roadmap with over 200 ready to scale initiatives focused on break-even gains and safety improvements.

Established a multi-level governance model and supported transformation management across business, industrial and IT stakeholders.

Impact

Clarity, alignment, and controlled transformation

Provided operations with a unified vision and narrative for the autonomous plant transformation.

Enabled coordinated decision-making across business, IT, infrastructure, and industrial teams.

Prioritized high-impact technologies with a realistic adoption path.

Created a scalable governance and investment framework to guide execution through 2027.

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