🌍 Live Global Automation Tracker

Real-time robotics, AV fleet & AI infrastructure tracking with anomaly detection.

Avg Robot Density
174.3
Robots per 10k workers (53-country avg)
AV Fleets Worldwide
152,048
Autonomous vehicles tracked
TOP500 Supercomputers
486
Systems in tracked countries
Active Anomalies
5
Statistical outliers (Z > 1.8)
Global Automation Pulse
Weighted signal activity vs 30-day baseline — updated daily
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GLOBAL
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ASIA
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EUROPE
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N. AMERICA
050100

🗺 Automation Heatmap

Hover countries for details · Click to zoom
Score: 0–20 20–60 60–100 100–180 180–300 300–500 500+

📊 Top 10 — Automation Score

🏆 Country Leaderboard

# Country Score Robots/10k AV Fleet AI Centers Status
1 South Korea !
1184
1220 3,200 19 ⚠ Anomaly
2 Singapore !
775
818 2,100 7 ⚠ Anomaly
3 Japan
415
446 6,100 44 ✓ Normal
4 Germany !
402
449 5,800 41 ⚠ Anomaly
5 Sweden
377
377 2,800 9 ✓ Normal
6 Denmark
329
329 1,600 1 ✓ Normal
7 USA !
312
307 42,000 161 ⚠ Anomaly
8 Taiwan
302
302 1,400 11 ✓ Normal
9 Norway
298
298 1,900 8 ✓ Normal
10 Switzerland
294
294 2,100 3 ✓ Normal

📡 Live Signals

SCRAPER
🌐
Nvidia's $399 Microduck Robot Duck Surpasses 20,000 Preorders After Viral GTC Berlin Keynote - BigGo Finance
LEADERSHIP source ↗ · 2026-10-25 08:00
🌐
NVIDIA, Competitors Vie for Robotics Developer Dominance - 조선일보
LEADERSHIP source ↗ · 2026-10-25 07:01
🌐
California Awards $5.7 Million in Workforce Grants to Establish Sub-Doctoral Quantum Hardware and Technician Pipelines - Quantum Computing Report
LEADERSHIP source ↗ · 2026-10-25 07:01
🌐
Robotics Engineering Colloquium Speaking Series: Professor Cristian-Ioan Vasile - Worcester Polytechnic Institute
FINANCIAL source ↗ · 2026-10-25 06:00
🇨🇳
110 humanoid robots set Guinness world record for synchronized dancing in China, eyeing large-scale deployment - Global Times
DEPLOYMENT source ↗ · 2026-10-25 06:00
🌐
Musk Says Tesla May Need 10,000 to 20,000 Optimus Robots for Self-Play Training - www.tokenpost.com
DEPLOYMENT source ↗ · 2026-10-25 06:00
🌐
FCC Robot Ban Cuts US Humanoid Robot Revenue 58%, Send Chinese Robots To Europe: IDC - Forbes
FINANCIAL source ↗ · 2026-10-25 05:00
🌐
New Mexico Deploys JTIP Workforce Grants to Support Quantum Hardware Hiring at IonQ and Bandelier Technologies - Quantum Computing Report
HR/LAYOFFS source ↗ · 2026-10-25 04:00
🌐
Asia Startup Funding Tops $16B as DeepSeek Leads - Techloy
FINANCIAL source ↗ · 2026-10-25 03:00
🌐
Agility Robotics Announces Audit Committee Chair for Planned Public-Company Board - Yahoo Finance
LEADERSHIP source ↗ · 2026-10-25 00:01
🌐
Xbox Merges 6 Studios Into 4 Units, 75% Restructured [2026] - shattered.io
4 units · HR/LAYOFFS source ↗ · 2026-10-24 23:00
🇸🇬
Award-winning Singapore robot maker serving world's best airport to shut down after 6 years - VnExpress International
DEPLOYMENT source ↗ · 2026-10-24 22:00
🌐
IAF Strengthens Air Base Fire Safety With 80 Indigenous Robots Designed To Tackle Fuel And Ammunition Fires - Swarajya
DEPLOYMENT source ↗ · 2026-10-24 22:00
🌐
EA Layoffs Loom: $700M Cost-Cut Plan Hits Creditors - shattered.io
HR/LAYOFFS source ↗ · 2026-10-24 21:00
🌐
HOJ Innovations deploys AMR fleet at Hunter Douglas’ Salt Lake City fulfillment center
DEPLOYMENT source ↗ · 2026-10-24 18:00
🌐
Eka Robotics raises $150M to scale its vision-force-action model for robots - The Robot Report
FINANCIAL source ↗ · 2026-10-24 16:00
🇨🇳
Meituan leads $150M round into China's FAO Robotics to scale factory cobots - Dealroom
LEADERSHIP source ↗ · 2026-10-24 16:00
🌐
World-class robotics engineers who have led robot research and commercialization are wary of excessi.. - 매일경제
LEADERSHIP source ↗ · 2026-10-24 14:01
🌐
Gritt Robotics brings AI-assisted robotics to bolster shrinking solar workforce - pv magazine Global
HR/LAYOFFS source ↗ · 2026-10-24 13:00
🌐
VIGGO Cleaning Robots Log Over 20,000 Operating Hours at Beijing's CapitaMall Taiyanggong - The Manila Times
DEPLOYMENT source ↗ · 2026-10-24 10:00

⚠ Anomaly Feed

⚡

South Korea

Robot density: 1220 — Z-score > 1.8

AI ANOMALY DETECTED
⚡

Singapore

Robot density: 818 — Z-score > 1.8

AI ANOMALY DETECTED
⚡

China

Robot density: 166 — Z-score > 1.8

AI ANOMALY DETECTED
⚡

Germany

Robot density: 449 — Z-score > 1.8

AI ANOMALY DETECTED
⚡

USA

Robot density: 307 — Z-score > 1.8

AI ANOMALY DETECTED
🔑

Access the Raw Intelligence API

Structured JSON access to all country metrics, historical data, and live anomaly signals.

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ℹ Methodology

Score Formula:
RD_IFR × (1 + 0.15 × signal momentum)
Measured IFR robot density, adjusted ±15% by 30-day live automation-news momentum


Anomaly Detection:
Z-score > 1.8 over 10-reading rolling window (requires ≥5 data points)


Data Update Cycle:
⏱ Free — weekly snapshot
🔄 Pro — daily refresh
⚡ Enterprise — hourly signal refresh


Full methodology →