Readiness
91/100Capacity across five enabling pillarsAmericas · #1 in region
United States
AI Readiness Score
Limited coverageiCoverage describes source availability, not statistical certainty.
- Live
- 0/23
- Years
- Not reported
- Fallback
- 100%
SATURDAY, OCT 31, 20262026 EDITION · 17 INDICATORS
VOL. III · 2026 EDITION
The AI Trajectory IndexMenu
Executive summary
Current standing, trajectory, and source coverage.
Readiness and Adoption
Capacity to build AI compared with evidence of AI use today.
Adoption
92/100High AdoptionTrajectory
+5/10PositiveReadiness vs Adoption: Radar
Blue = readiness capacity · Green = active adoption · Each axis pairs the closest dimension from each framework
| Dimension pair | Readiness | Adoption |
|---|---|---|
| Infra / Gov | 19/20 | 18/20 |
| Talent / Demand | 20/20 | 17/20 |
| Governance / Enterprise | 14/20 | 19/20 |
| Investment / Pipeline | 20/20 | 19/20 |
| Economy / Consumer | 18/20 | 19/20 |
Pillar evidence
Scores, supporting evidence, and the exact inputs behind each contribution.
Infrastructure
Operates the world's largest hyperscale cloud infrastructure across AWS, Azure, and Google Cloud
- Nationwide 5G rollout underway with C-band spectrum deployed; dense fibre backbone
- Dedicated AI supercomputing clusters — NVIDIA A100/H100 fleet concentrated in US data centres
View score inputs
| Input | Value | Year | Source | Contribution | Status |
|---|---|---|---|---|---|
| Fixed broadband subscriptionsFixed broadband subscriptions unavailable; used 6/20 of the static Infrastructure baseline. | Not available | Not reported | World Bank Open Data | 5.7 / 6 pts | Fallback |
| Individuals using the internetIndividuals using the internet unavailable; used 3/20 of the static Infrastructure baseline. | Not available | Not reported | World Bank Open Data | 2.8 / 3 pts | Fallback |
| Mobile subscriptionsMobile subscriptions unavailable; used 3/20 of the static Infrastructure baseline. | Not available | Not reported | World Bank Open Data | 2.8 / 3 pts | Fallback |
| Access to electricityAccess to electricity unavailable; used 3/20 of the static Infrastructure baseline. | Not available | Not reported | World Bank Open Data | 2.8 / 3 pts | Fallback |
| Infrastructure quality baselineInfrastructure quality baseline unavailable; used 5/20 of the static Infrastructure baseline. | Not available | Not reported | AI Trajectory Index | 4.8 / 5 pts | Fallback |
Talent
Top-ranked AI research universities (MIT, Stanford, Carnegie Mellon) with deep faculty and PhD pipelines
- H-1B visa pipeline channels global AI talent directly into Silicon Valley and major tech hubs
- Home to the highest concentration of frontier AI researchers globally (OpenAI, Anthropic, DeepMind US)
View score inputs
| Input | Value | Year | Source | Contribution | Status |
|---|---|---|---|---|---|
| Gross tertiary enrolmentGross tertiary enrolment unavailable; used 6/20 of the static Talent baseline. | Not available | Not reported | World Bank Open Data | 6.0 / 6 pts | Fallback |
| Labour productivityLabour productivity unavailable; used 6/20 of the static Talent baseline. | Not available | Not reported | World Bank Open Data | 6.0 / 6 pts | Fallback |
| ResearchersResearchers unavailable; used 2/20 of the static Talent baseline. | Not available | Not reported | OECD Data Explorer | 2.0 / 2 pts | Fallback |
| Global Innovation IndexGlobal Innovation Index unavailable; used 1/20 of the static Talent baseline. | Not available | Not reported | World Intellectual Property Organization | 1.0 / 1 pts | Fallback |
| Talent quality baselineTalent quality baseline unavailable; used 5/20 of the static Talent baseline. | Not available | Not reported | AI Trajectory Index | 5.0 / 5 pts | Fallback |
Governance
White House 'National Policy Framework for AI' (Mar 2026, building on Dec 2025 EO 14365) pushes Congress toward federal preemption of state AI laws — no binding federal AI law yet
- Fragmented state-level AI regulation creates compliance complexity for companies
- NIST AI Risk Management Framework provides voluntary guidance but lacks enforcement teeth
View score inputs
| Input | Value | Year | Source | Contribution | Status |
|---|---|---|---|---|---|
| Rule of LawRule of Law unavailable; used 5/20 of the static Governance baseline. | Not available | Not reported | Worldwide Governance Indicators | 3.5 / 5 pts | Fallback |
| Government EffectivenessGovernment Effectiveness unavailable; used 4/20 of the static Governance baseline. | Not available | Not reported | Worldwide Governance Indicators | 2.8 / 4 pts | Fallback |
| Regulatory QualityRegulatory Quality unavailable; used 3/20 of the static Governance baseline. | Not available | Not reported | Worldwide Governance Indicators | 2.1 / 3 pts | Fallback |
| National AI strategyNational AI strategy unavailable; used 3/20 of the static Governance baseline. | Not available | Not reported | OECD.AI Policy Observatory | 2.1 / 3 pts | Fallback |
| AI strategy recencyAI strategy recency unavailable; used 2/20 of the static Governance baseline. | Not available | Not reported | OECD.AI Policy Observatory | 1.4 / 2 pts | Fallback |
| AI regulation in forceAI regulation in force unavailable; used 1/20 of the static Governance baseline. | Not available | Not reported | OECD.AI Policy Observatory | 0.7 / 1 pts | Fallback |
| Government AI readinessGovernment AI readiness unavailable; used 2/20 of the static Governance baseline. | Not available | Not reported | Oxford Insights | 1.4 / 2 pts | Fallback |
Investment
World's largest AI venture ecosystem — over $50B invested in AI startups annually
- Hyperscaler capex commitments exceed $200B for 2024 AI infrastructure alone
- CHIPS Act ($52B) and Inflation Reduction Act accelerating domestic semiconductor manufacturing
View score inputs
| Input | Value | Year | Source | Contribution | Status |
|---|---|---|---|---|---|
| R&D expenditureR&D expenditure unavailable; used 6/20 of the static Investment baseline. | Not available | Not reported | OECD Data Explorer, then World Bank Open Data | 6.0 / 6 pts | Fallback |
| FDI net inflowsFDI net inflows unavailable; used 5/20 of the static Investment baseline. | Not available | Not reported | World Bank Open Data | 5.0 / 5 pts | Fallback |
| Government expenditureGovernment expenditure unavailable; used 3/20 of the static Investment baseline. | Not available | Not reported | IMF DataMapper | 3.0 / 3 pts | Fallback |
| Capital ecosystem baselineCapital ecosystem baseline unavailable; used 6/20 of the static Investment baseline. | Not available | Not reported | AI Trajectory Index | 6.0 / 6 pts | Fallback |
Economic Readiness
Fortune 500 companies rapidly integrating AI across operations, customer service, and R&D
- Robust IP and patent framework incentivises AI commercialisation
- Largest GDP globally provides deep consumer and enterprise market for AI product adoption
View score inputs
| Input | Value | Year | Source | Contribution | Status |
|---|---|---|---|---|---|
| GDP per capita, PPPGDP per capita, PPP unavailable; used 6/20 of the static Economic Readiness baseline. | Not available | Not reported | World Bank Open Data | 5.4 / 6 pts | Fallback |
| Private-sector creditPrivate-sector credit unavailable; used 3/20 of the static Economic Readiness baseline. | Not available | Not reported | World Bank Open Data | 2.7 / 3 pts | Fallback |
| Trade opennessTrade openness unavailable; used 3/20 of the static Economic Readiness baseline. | Not available | Not reported | World Bank Open Data | 2.7 / 3 pts | Fallback |
| Services value addedServices value added unavailable; used 3/20 of the static Economic Readiness baseline. | Not available | Not reported | World Bank Open Data | 2.7 / 3 pts | Fallback |
| Market capacity baselineMarket capacity baseline unavailable; used 5/20 of the static Economic Readiness baseline. | Not available | Not reported | AI Trajectory Index | 4.5 / 5 pts | Fallback |
| Government debt modifierGovernment debt modifier unavailable; no score adjustment was applied. | Not available | Not reported | IMF DataMapper | 0.0 / 0 pts | Fallback |
Outlook and policy gaps
Forward direction, constraints, and a structured country brief.
Projected 2028
99/100+8 points from todayTop accelerator
Massive private capital deployment and frontier model leadershipTop risk
Regulatory fragmentation and potential AI talent competition from ChinaFive-section brief
Country research brief
Generate a concise review of standing, infrastructure and talent, governance, investment, and economic outlook.
News and supporting tools
Recent signals, comparable economies, and optional analysis controls.
Live AI News Feed
The Guardian · Google News · Updated hourly
Comparable countries
Nearest neighbours across the five readiness pillars.
Analysis toolsWhat-if model, roadmap, AI Q&A, embed, and print controls
AI Development Roadmap
Algorithmic roadmap based on pillar scores · Updated with live data
◉Leadership Phase
United States is in the Leadership Phase
Setting global norms and frontier research. Projected score by 2028: 99/100.
2028 Timeline
▶
Now
Score 91
2
2025–26
Contributing to global AI safety standards
3
2026–27
Frontier research output in top 10 globally
4
2028
AI sector generating >2% of GDP
Priority Actions — 3 Weakest Pillars
⬟Governance & Policy
14/20Near
Lead multilateral AI safety standards at G20 / GPAI forums
Mid
Establish domestic AI audit and certification infrastructure for high-risk systems
⬠Economic Readiness
18/20Near
Leverage high productivity base to fund AI adoption subsidies for SMEs
Mid
Position as regional AI services hub; target $1B+ in AI-related services exports
⬡Digital Infrastructure
19/20Near
Upgrade backbone to sub-10ms latency for AI inference workloads
Mid
Establish distributed GPU cluster available to domestic researchers and startups
Roadmap generated algorithmically from pillar scores and World Bank data. Actions are indicative policy priorities, not official government plans.