
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.
Europe · Eastern Europe · RUS
A resource-heavy economy operating under extensive international sanctions, where compliance, exposure management and exit mechanics dominate every commercial question.
We cover Russia because clients with legacy assets, contractual obligations or indirect supply chain exposure still require rigorous analysis. This is not an entry market for most organisations. The practical workstreams are sanctions screening, counterparty tracing, asset preservation and orderly exit or ring-fencing.
Severe compliance, financial and reputational risk. Our position is that new commercial entry is not advisable for most clients. We support exposure mapping, sanctions and ownership tracing, exit structuring and scenario planning.
We publish dimension-level ratings only where our analysts have completed an assessment. Unrated dimensions are issued as part of a commissioned country assessment.
Exposure and exit management
Structured divestment, asset preservation and contract restructuring for legacy positions.
Supply chain tracing
Identifying indirect exposure through third-country intermediaries and component flows.
Scenario planning
Board-level planning against sanction escalation, easing and long-horizon normalisation cases.

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: