Planning for uncertainty with simulation and optimization
How companies can move beyond point forecasts by combining scenarios, predictive models and optimization to improve decisions under volatile conditions.
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Data centers and digital infrastructure
Convert accelerating compute demand into durable infrastructure value while navigating power, capital, capacity and technology constraints.
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When strategic recovery requires more than cost cutting
How turnaround strategies can rebuild competitive position by resetting the portfolio, operating priorities and sources of future growth.
Read articleFocus
Agriculture is entering another cycle where weather and technology collide
Climate volatility, fertilizer exposure and new agritech tools are changing how producers manage yield, input economics and uncertainty.
The car industry is becoming a software and semiconductor industry as well
EVs, software-defined vehicles and autonomy are shifting competitive advantage toward computing, architecture and continuous product evolution.
Strategic challenges
How should producers invest when security risk rises but demand growth weakens?
The challenge is balancing near-term scarcity economics with long-lived assets exposed to changing demand, technology and policy.
What happens when insurance pricing softens but risk does not?
The challenge is maintaining underwriting discipline while catastrophe severity, technology investment and customer expectations continue to rise.
POV
High oil prices can coexist with a weaker long-term oil thesis
Management should distinguish scarcity premiums from durable demand before translating today's market into tomorrow's capital plan.
The next factory advantage will come from orchestration, not another automation layer
Industrial leaders will separate themselves by connecting intelligence across the system rather than optimizing machines one at a time.
Strategic impact
Grid capacity is becoming the scarce asset of the energy transition
Value increasingly sits in transmission, distribution and flexibility as power demand and renewable generation expand simultaneously.
Software-defined vehicles are changing where automotive value is created
Centralized architectures and remote updates move differentiation from mechanical features toward software, data and digital services.
What we observe
Chip strategies often treat geographic diversification as if every fab were equivalent
Leading-edge capability depends on equipment, talent, packaging and supplier ecosystems that cannot be replicated by capital expenditure alone.
Retailers often optimize the website while the discovery layer moves somewhere else
AI assistants can influence consideration before shoppers reach a retailer, reducing the strategic value of owning the interface alone.