🌍 Live Global Automation Tracker

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

Global Robot Density
10,221
Total per 10k workers (aggregate)
AV Fleets Worldwide
152,048
Autonomous vehicles tracked
AI Data Centers
3178
Facilities catalogued
Active Anomalies
0
Statistical outliers (Z > 2.5)
Global Automation Pulse
Weighted signal activity vs 30-day baseline — updated daily
GLOBAL
ASIA
EUROPE
N. AMERICA
050100

🗺 Automation Heatmap

Hover countries for details · Click to zoom
Score: Low Medium High Extreme

📊 Top 10 — Automation Score

🏆 Country Leaderboard

# Country Score Robots/10k AV Fleet AI Centers Status
1 China
637
820 38,000 390 ✓ Normal
2 South Korea
608
1412 3,200 68 ✓ Normal
3 USA
572
390 42,000 580 ✓ Normal
4 Singapore
408
950 2,100 44 ✓ Normal
5 Germany
272
476 5,800 128 ✓ Normal
6 Japan
255
451 6,100 112 ✓ Normal
7 Sweden
185
368 2,800 58 ✓ Normal
8 Denmark
163
341 1,600 43 ✓ Normal
9 Switzerland
161
322 2,100 52 ✓ Normal
10 Canada
158
218 4,100 118 ✓ Normal

📡 Live Signals

SCRAPER
🌐
Amazon CEO Vision for AI Will Turbocharge Earnings - MarketWise
LEADERSHIP source ↗ · 2026-04-10 05:00
🌐
Peter Thiel’s big bet on solar-powered cow collars - TechCrunch
HR/LAYOFFS source ↗ · 2026-04-10 05:00
🌐
EngineAI Raises $200 Million in Series B, Valuation Exceeds RMB 10 Billion - Pandaily
FINANCIAL source ↗ · 2026-04-10 05:00
🇰🇷
Korean Robotics Startup Didden Demos Quadruped Robot Before Amazon's Bezos - Seoul Economic Daily
HR/LAYOFFS source ↗ · 2026-04-10 04:00
🌐
UniX AI introduces Panther, the world's first service humanoid robot to enter real household deployment, powered by its differentiated wheeled dual-arm architecture - The Malaysian Reserve
DEPLOYMENT source ↗ · 2026-04-10 03:00
🌐
Ola alumni’s Manav Robotics in talks to raise $15-20 million from Blume, Qualcomm Ventures - The Economic Times
FINANCIAL source ↗ · 2026-04-10 02:00
🌐
Why 61% of Manufacturers Still Haven't Fully Deployed AI and How to Close the Gap
DEPLOYMENT source ↗ · 2026-04-10 02:00
🌐
Amazon CEO Presses His Case for Big AI Spending - WSJ
LEADERSHIP source ↗ · 2026-04-10 01:00
🌐
Agrifood Signals: Havra nets $113m for fresh produce ERP, ZBiotics GM probiotic expands to hospitality sector - AgFunderNews
LEADERSHIP source ↗ · 2026-04-10 01:00
🌐
GoPro layoff 23% of its workforce - Lapaas Voice
HR/LAYOFFS source ↗ · 2026-04-10 01:00
🌐
Chinese robotics startup Spirit AI raises $145m - Tech in Asia
FINANCIAL source ↗ · 2026-04-10 01:00
🌐
Linde Material Handling Debuts Connected Fleet Platform - Supply & Demand Chain Executive
DEPLOYMENT source ↗ · 2026-04-10 01:00
🌐
Amazon CEO says robotics is key for faster delivery, lower costs - The Robot Report
LEADERSHIP source ↗ · 2026-04-10 00:00
🌐
Rapyuta Robotics Unveils High-Performance ASRS - Supply & Demand Chain Executive
LEADERSHIP source ↗ · 2026-04-10 00:00
🌐
Can Serve Robotics' Maggie Redefine Physical AI With T-Mobile? - Yahoo Finance
DEPLOYMENT source ↗ · 2026-04-10 00:00
🌐
Assessing Serve Robotics (NasdaqCM:SERV) Valuation After Maggie Launch And New T-Mobile 5G Collaboration - simplywall.st
FINANCIAL source ↗ · 2026-04-10 00:00
🌐
Amazon CEO’s AI Vision: How Robotics & AI Will Turbocharge Earnings - MarketWise
LEADERSHIP source ↗ · 2026-04-09 23:00
🌐
EIC Pathfinder Challenges awards €118m to 30 high-potential research projects across biotech, AI and robotics - Innovation News Network
FINANCIAL source ↗ · 2026-04-09 23:00
🌐
JFB Construction Announces 32% Increase in 2025 Year End Revenues as Compared with 2024 Year End Revenues - Sahm
FINANCIAL source ↗ · 2026-04-09 23:00
🌐
Serve robotics CEO Kashani sells $125k in shares - Investing.com
FINANCIAL source ↗ · 2026-04-09 22:00

⚠ Anomaly Feed

No anomalies detected in the current snapshot.

🔑

Access the Raw Intelligence API

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

Free · Pro (daily refresh) · Enterprise (hourly refresh)

View Pricing →

ℹ Methodology

Score Formula:
(RD × 0.40) + (AV × 0.003) + (AI × 0.50)
Robot Density (40 wt.) · AV Fleet (scaled) · AI Centres (50 wt.)


Anomaly Detection:
Z-score > 2.5 over 10-reading rolling window (requires ≥5 data points)


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


Full methodology →