The AI workforce is an operating-model question
How companies can redesign roles, skills and capacity around the work that AI should automate, augment or leave to people.
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Commodities trading and resource markets
Navigate volatile resource markets and capture value as geopolitics, physical constraints and shifting trade flows reshape commodity economics.
Discover the macroEditorial overview
Articles
Third-party ecosystems are the new risk perimeter
How supplier, cyber and reputational exposures can propagate across extended enterprise networks faster than traditional controls can respond.
Read articleFocus
AI is changing how platforms mediate discovery, transactions and competition
Marketplaces now face both tighter regulation and a new generation of AI intermediaries capable of reshaping how users reach digital services.
Construction is splitting into strong and weak markets rather than moving as one cycle
Infrastructure, healthcare and digital projects coexist with pressured commercial segments, high costs and persistent labor constraints.
Strategic challenges
How should food companies plan when input volatility moves faster than pricing?
The challenge is protecting availability and margin while agricultural, energy and logistics costs transmit unevenly through the value chain.
Which fintech models survive when regulation catches up with innovation?
The challenge is building economic advantage once digital finance must meet higher standards for trust, reserves, governance and interoperability.
POV
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.
Healthcare cannot hire its way out of every capacity problem
Persistent workforce scarcity makes operating-model redesign a clinical necessity, not merely an efficiency agenda.
Strategic impact
AI is shifting semiconductor investment from capacity toward system capability
Competitive advantage increasingly spans accelerators, memory, packaging, interconnects and ecosystem partnerships rather than wafer volume alone.
Processing capacity is becoming as strategic as resource ownership
Supply security increasingly depends on smelting, refining and by-product recovery rather than simply securing additional mineral reserves.
What we observe
Private-capital portfolios often look diversified while underlying exposures converge
Shared borrowers, similar financing structures and overlapping strategies can create more correlation than fund-level labels suggest.
Agritech programs often underestimate how difficult adoption is at farm level
Technology can perform technically while failing commercially because margins, connectivity, skills and seasonal realities remain unforgiving.