
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.
Africa · Southern Africa · MDG
A resource and agricultural island economy with unique export franchises in vanilla, nickel and graphite, constrained by infrastructure and cyclone exposure.
Madagascar is a specialist market. It dominates global vanilla, holds significant nickel, cobalt and graphite resources, and offers duty-advantaged textile access to the US and EU. The constraints are physical: roads, power, ports and an annual cyclone season that must be engineered into any capital plan.
The material risks are infrastructure reliability, cyclone and climate exposure, commodity price concentration in vanilla and nickel, and governance capacity. Security risk is moderate and mainly rural. We assess these against a specific operating footprint in a commissioned assessment.
We publish dimension-level ratings only where our analysts have completed an assessment. Unrated dimensions are issued as part of a commissioned country assessment.
Battery minerals
Graphite, nickel and cobalt resources relevant to diversified battery supply chains.
High-value agri-export
Vanilla, spices and seafood value chains with traceability and processing upside.
Duty-advantaged apparel
Export manufacturing serving US and EU markets under preferential access.

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 2026-07-27. Compiled from official and institutional sources, including: