We measure infrastructure dependency, bloc alignment, and trajectory across 197 countries. Uniform, neutral criteria applied to every one, continuously updated.
Annual reports tell you where things were. Newsfeeds tell you where things are.
The strategic windows close in the gap between those snapshots — in regulatory formation, infrastructure dependencies, and capital flows that don't surface in mainstream analysis until after alignment has already shifted.
AI-Atlas measures the motion.
Case Studies
By the time a narrative consolidates, the signal that mattered was already visible. These are the entries where our research had already read the situation, on the record, before the headlines arrived.
One reading, start to finish. What Hungary declares, and where its dependencies actually run.
One of the region’s more formal AI regimes, running on accelerators Vietnam does not make. Not sovereignty over the hardware, but over every layer above it.
Two million people work in the jobs generative AI automates. Manila is betting on the technology that threatens them.
No AI law, no frontier lab, no compute to speak of. And around 40% of the servers the United States imports.
Which countries are building on whose infrastructure — US ecosystems, Chinese state-integrated stacks, or sovereign-neutral frameworks.
Where the official position diverges from what's actually deployed on the ground.
Which alignments are shifting now, before they become headlines.
Where present-state evidence conflicts with forward-looking signals — the gap between where a country is and where it's heading.
What the map shows, how it shifts, where the order is fracturing.
No single metric can capture AI sovereignty. So we built a framework that embraces the friction.
AI-Atlas tracks the global AI landscape across 197 countries using four distinct lenses: capital, infrastructure, regulation, and public discourse. Because these forces often pull in opposite directions, our model doesn't blend them into a polite average. We surface the disagreements.
By measuring the tension between present-state evidence and forward-looking signals, AI-Atlas gives you a structured, unfiltered view of where a nation stands — and where it's hesitating. It's an evolving instrument for an unpredictable era.
DTJ
Geopolitical Intelligence · AI Systems Architecture
Engineering and international relations, one desk. AI-Atlas pairs machine breadth — every country, every cycle — with human judgment concentrated where it changes the answer. Independence is the operating model: the same neutral read for all 197, with no mandate deciding what gets covered.
Launched in Tokyo, July 2026. Read the announcement →
DTJ · AI-Atlas
The AI-Atlas is designed around disciplined sourcing, cross-validation, and human review. Our assessments draw upon multiple independent sources and perspectives rather than relying on a single dataset or model. Where evidence is uncertain or conflicting, we make that visible rather than forcing artificial certainty.
We do not claim privileged knowledge. Forecasting is inherently uncertain, and conventional analysis can sometimes reproduce the assumptions of those producing it. This is often why traditional analytical products dismiss data points that contradict conventional views as wrong and miss big events. We reduce this risk by relying on multiple data points. The purpose is not to predict a single future, but to identify plausible directions of travel and developments decision-makers may overlook.
The AI-Atlas is not an LLM. Findings are grounded in identifiable sources and checked against multiple datapoints. Where evidence cannot be adequately substantiated, we do not treat it as an established finding. All analysis is also subject to human review.
No, sources are assessed in context rather than treated as equally authoritative. The AI-Atlas does not rely on a single publication or source type. Claims are always checked against multiple sources.
Because a single score can sometimes obscure more than it illuminates. For example, a country may be closely aligned with one bloc politically, while depending on another for cloud infrastructure, semiconductors, investment or AI models. Collapsing these different readings into a single number can create a misleading impression of coherence where significant tension exists. For decision-makers, understanding why a country is moving is more important than knowing whether it ranks 32 or 33 on an index.
AI-Atlas is a research-grade intelligence product. Access is by invitation or subscription.