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Universitas AI · Institutional Intelligence

CONSTELLATION

The world's data. Joined. Reasoned. Queryable.

The verified institutional data layer of the global economy.

Every major government, financial, trade, defense, and scientific source — decades of data, one connected graph.

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Why This Exists

The world's most important institutional data has always existed. It was never joined, reasoned across, or queryable in real time.

Analysts spent careers navigating fragmented sources. Governments retired their own reference tools. The CIA World Factbook — the definitive open-source intelligence reference for decades — was shut down in February 2026. Constellation is what comes next.

The Graph

Not a database.
A world model.

Constellation connects 58 structured stores across government spending, global trade, financial markets, defense intelligence, sanctions, patent filings, scientific literature, and country intelligence — into a single knowledge graph with 27,978 verified edges across 38 relationship types. Orion, the inference engine built on top of it, reasons across the entire structure in response to a question.

What's Inside

Every major institutional source.
All of it connected.

Decades of verified data across the domains that govern how the world actually works.

Government & Federal
The U.S. Institutional Base
$7.1T in federal procurement contracts. Full NDAA authorization history since 2000. NSF funding flows. DoD R&D programs. Congressional budget readiness. Every dollar the U.S. government has committed — queryable.
Global Economy & Trade
The World Economy
Bilateral trade flows across 8 sectors and 52 commodity codes. TiVA global value chain integration. Import concentration chokepoints. FTA partner maps. Tariff exposure. 238-country risk scoring across governance, economics, legal environment, and sanctions compliance.
Financial Markets
Capital & Corporate Intelligence
8,083 SEC-registered public companies with full EDGAR filings. FDIC banking system ($40.9T in assets). 36 FRED macro time series. Foreign US debt holdings. VC and PE fund portfolios. FDI bilateral flows.
Defense & National Security
Defense Industrial Intelligence
30 doctrine documents. Supply chain mapping across 72 components and 11 platforms. OFAC sanctions (18,700+ entities). CFIUS review precedent. BIS export controls. Critical materials. Strategic port intelligence. Nuclear operations context.
Country Intelligence
The Successor to the World Factbook
238 countries. Government structure, economic profile, military, geography, demographics — updated, extended, and cross-referenced with live trade flows, sanctions exposure, and geopolitical bloc membership. The CIA retired their Factbook. This is what replaced it.
Science & IP
Knowledge & Innovation Layer
1,012 curated scientific papers across AI, materials science, defense technology, and biomedical research. NASA and defense patent assignments (14,497 edges). The institutional knowledge base for research, policy, and competitive intelligence.
What It Answers

Questions that used to take teams,
weeks, and six subscriptions.

01 — Supply Chain
Where are the chokepoints?
Which F-35 components have no domestic backup? Which sectors depend on a single country for more than 25% of imports? What happens to semiconductor supply if Taiwan is disrupted? Constellation maps the dependencies. Orion traces the cascade.
02 — Competitive Intelligence
Who is building what, for whom?
Which primes hold the DoD contracts in a given technology domain? Who are their VC-backed competitors? What does their patent portfolio signal about where they're going? Cross the procurement graph with the IP graph and the answer is immediate.
03 — Country & Market Risk
What is the real exposure?
238-country risk scoring across governance, economics, legal environment, and OFAC sanctions compliance. Cross-referenced with bilateral trade, FDI flows, foreign debt holdings, and geopolitical bloc membership. Not a report — a live, queryable risk model.
Who This Is For

Anyone whose decisions depend on
knowing how the world actually connects.

Investors & Analysts
Supply chain exposure, procurement footprint, sanctions risk, VC landscape, macro signals — across any company, sector, or geography. Due diligence that used to take weeks, in minutes.
Government & Policy
Industrial base mapping, supply chain chokepoint analysis, sanctions cross-reference, doctrine context, bilateral trade dependency, and country risk — built for the people who make decisions with national consequence.
Defense & Aerospace Primes
Competitive procurement intelligence, R&D program tracking, supply chain single-point-of-failure analysis, export control exposure, and CFIUS precedent — all in one connected graph.
Research & Universities
The scientific corpus, NSF funding flows, patent intelligence, and the most comprehensive open-source country reference ever built — for research that demands verified institutional grounding.
Legal & Compliance
OFAC screening across 18,700+ entities. CFIUS review history. BIS export control lists. Sanctions cross-reference by country, sector, and corporate structure. Compliance intelligence that connects the dots.
Corporate Strategy
Tariff exposure, FTA partner analysis, competitive patent mapping, VC portfolio tracking, bilateral trade dependencies — the strategic intelligence layer for organizations operating globally.

Query the world.

Research & Government
Institutional access for policy, analysis, and research.
Government agencies, research universities, think tanks, and policy institutions. Bring your hardest questions about the global economy, industrial base, or geopolitical risk. We'll show you what Constellation and Orion can surface — and what analysts alone cannot.
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Enterprise & Defense
Intelligence infrastructure for organizations that can't afford to be wrong.
Defense primes, aerospace contractors, financial institutions, and large enterprises managing supply chain, procurement, compliance, and competitive intelligence at scale. API access, custom graph extensions, and dedicated deployment available.
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Build With Us
Integrate Constellation into your platform or workflow.
For platforms, analytics providers, and AI developers who want verified institutional data as infrastructure — not a subscription report. Constellation is the data layer. Orion is the reasoning engine. Both are available to build on.
Explore integration →