From AI pilots to enterprise performance
What separates companies that scale AI from those that accumulate experiments�and how operating models, economics and governance determine whether adoption creates measurable value.
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Articles
From earnings improvement to enterprise value creation
How management teams can connect margin, capital and strategic priorities to the drivers that materially shape enterprise value.
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Oil and gas markets are again being priced through physical security and geopolitics
Supply disruption, strategic routes and shifting demand are creating an uncomfortable mix of high prices and uncertain long-term consumption.
Sustainability data matters when it explains performance and exposure
Measurement should connect environmental and social indicators with operations, economics, risk and management decisions.
Strategic challenges
Regulation can redistribute competitive advantage
The same rule can impose very different economics on companies depending on scale, technology, operating model and existing capabilities.
Which capabilities would materially constrain strategy if they became scarce?
The challenge is separating genuinely critical skills from broad competency lists that treat every capability as equally important.