
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.
Oceania · Melanesia · PNG
A resource-rich Pacific economy whose entry case is concentrated in LNG, gold, copper and palm oil, bounded by governance and logistics risk.
Papua New Guinea is a frontier resource economy with significant LNG, gold, copper, oil and agricultural potential. The investment thesis is large-scale extractive projects with long offtake horizons, plus palm oil and downstream processing. The operating environment is challenging: governance, land tenure, security and logistics cost are the central diligence questions. For the right sectors and partners, the resource base justifies entry; for most consumer-facing models, the market is too small and fragmented.
Exposure is concentrated in governance, land tenure, security, FX availability, and logistics cost. The resource base is exceptional and large-scale projects can justify entry with the right partners and structuring.
We publish dimension-level ratings only where our analysts have completed an assessment. Unrated dimensions are issued as part of a commissioned country assessment.
LNG and gas expansion
Additional trains and gas monetisation with Asian offtake.
Mining and critical minerals
Gold, copper and downstream processing for global supply chains.
Agriculture and downstream processing
Palm oil, coffee and cocoa with certification and value-add potential.

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.

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.

Two AI companies with identical products can differ by thirty margin points. The gap is engineered, not inherited.
Last updated 2026-07-27. Compiled from official and institutional sources, including: