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.
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Customer, market and demand intelligence
Build customer, market and demand intelligence to understand behavior, shifts, opportunities and commercial priorities.
Discover the macroEditorial overview
Articles
Finding growth where the market is actually moving
How market sizing, attractiveness and competitive-demand analysis can separate structural opportunity from headline growth.
Read articleFocus
What is AI actually worth to the business?
Economic value depends on where AI changes revenue, cost, productivity or capital efficiency, not on the sophistication of the technology.
Geopolitical risk matters through the enterprise exposures it can activate
External events become material when they affect markets, assets, suppliers, financing, people or strategic freedom.
Strategic challenges
Which attractive markets are genuinely accessible to the business?
The challenge is separating market appeal from the capabilities, economics and constraints required to participate.
Where are the demand pools conventional categories fail to reveal?
The challenge is identifying economically distinct pockets of demand without relying on inherited category boundaries.
POV
An analytics team should not own every analytical decision
Business leaders must retain responsibility for decisions; analytics should strengthen the evidence and capability surrounding them.
Immersion is not an outcome
Spatial technology should be adopted because it improves a task, decision or experience, not because a three-dimensional interface is possible.
Strategic impact
Behavioral change makes cultural intent visible in daily decisions and routines
Consistent expectations and consequences translate abstract cultural priorities into observable patterns of work.
Market adaptation clarifies which elements should remain standard or become local
Testing proposition, pricing and delivery assumptions helps determine where variation is necessary for commercial viability.
What we observe
Strategic risks often disappear inside broad enterprise risk registers
High-impact uncertainties can be diluted when they are scored alongside routine operational issues using the same framework.
Reskilling programs often train broadly without linking learning to real roles
Completion rates can look strong while participants remain disconnected from actual demand, vacancies or credible deployment pathways.