
Building an AI Roadmap Against a Moving Frontier
Half of an AI roadmap is a bet that the frontier will not absorb the feature before it ships. The other half is what survives when it does.
Asia · Southeast Asia · VNM
The primary beneficiary of supply chain diversification in Asia — strong manufacturing momentum, constrained infrastructure and talent depth in specialised roles.
Vietnam has moved from low-cost assembly to a serious manufacturing destination. The constraint is no longer demand for capacity but the supporting ecosystem: power, logistics, mid-level engineering talent and administrative throughput.
Power reliability, logistics cost, administrative variability across provinces, exposure to US and EU demand cycles, and tightening compliance expectations are the dimensions we assess for manufacturing entry.
We publish dimension-level ratings only where our analysts have completed an assessment. Unrated dimensions are issued as part of a commissioned country assessment.
Supply chain diversification
Manufacturing capacity established as a complement or alternative to existing China footprints.
Electronics and semiconductors
Assembly, test and increasingly higher-value electronics activity.
Renewables and power
Solar, wind and grid capacity required to serve industrial demand.
Logistics infrastructure
Ports, warehousing and cold chain serving export manufacturing.
Consumer and retail
A young, urbanising consumer base with rising discretionary spend.

Half of an AI roadmap is a bet that the frontier will not absorb the feature before it ships. The other half is what survives when it does.

Every AI customer carries a quality obligation that classical software never had. Delivery cost is where AI margin quietly disappears.

The AI growth ceiling is a design problem disguised as a demand problem. Hiring more sellers usually reaches a slower version of the same wall.
Last updated 2026-07-01. Compiled from official and institutional sources, including: