AI risk is becoming enterprise risk
Why governance of autonomous systems must connect technology controls with operational consequences, accountability and business appetite.
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Automotive, mobility and smart transport
Compete as electrification, software and autonomy redistribute value across vehicles, mobility ecosystems and global automotive markets.
Discover the macroEditorial overview
Articles
Demand is fragmenting faster than most growth models
How companies can identify emerging demand pools, changing customer economics and new sources of willingness to pay.
Read articleFocus
Commodity markets are trading geopolitics as much as physical supply and demand
Conflict, chokepoints, sanctions and strategic stockpiling are increasing the value of optionality across energy and resource markets.
Consumer products are losing the comfort of predictable pricing-led growth
Value sensitivity, channel fragmentation and changing consumer behavior are challenging assumptions around scale, portfolio breadth and brand power.
Strategic challenges
Can power systems expand fast enough for the age of electricity?
The challenge is coordinating generation, networks, storage and flexible demand while connection queues already exceed available grid capacity.
Who owns the customer when the vehicle becomes a software platform?
The challenge is moving from one-time vehicle economics toward digital services without weakening affordability or product reliability.
POV
The billable hour is becoming harder to defend when the hour disappears
Professional services will need to price judgment and outcomes rather than preserve economics built around human effort that AI removes.
A distributor that only moves boxes is increasingly easy to bypass
The durable role sits in solving availability, complexity and service problems that manufacturers and digital channels handle poorly.
Strategic impact
Autonomy could change the utilization economics of transportation assets
Higher operating hours and algorithmic dispatch may reshape fleet productivity where technology and regulation permit scaled deployment.
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
Governments often digitize agencies without integrating the citizen journey
Better portals still leave users navigating institutional boundaries when data, identity and service ownership remain fragmented.
Data-center developers often secure land before securing a credible power pathway
Sites can remain commercially stranded when grid capacity, interconnection timelines and local infrastructure fail to support planned density.