
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 · West Africa · MLI
A significant West African gold producer operating under military-led government, a rewritten mining code and severe security constraints outside the south.
Mali's gold endowment keeps it commercially relevant, but the operating context has changed fundamentally: transitional military governance, exit from ECOWAS alongside Sahel neighbours, a 2023 mining code that raised state entitlements, and armed conflict across the centre and north. Any engagement requires security architecture, contract renegotiation readiness and a realistic view of route dependence through neighbouring ports.
Security, political-transition and contract-stability risk are all high, and route dependence through neighbouring states adds continuity exposure. Insurance, evacuation planning and community engagement are core project scope, not overhead. We build asset-level security and corridor exposure models 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.
Gold and critical minerals
Established gold geology with early-stage lithium potential in the south.
Power and solar supply
Off-grid and hybrid generation serving mines and underserved urban demand.
Agricultural value chains
Cotton and livestock processing with regional offtake.

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.

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