🗺 Automation Heatmap
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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 ! | 1220 | 3,200 | 19 | ⚠ Anomaly | |
| 2 | Singapore ! | 818 | 2,100 | 7 | ⚠ Anomaly | |
| 3 | Germany | 449 | 5,800 | 41 | ✓ Normal | |
| 4 | Japan | 446 | 6,100 | 44 | ✓ Normal | |
| 5 | Sweden | 377 | 2,800 | 9 | ✓ Normal | |
| 6 | USA | 307 | 42,000 | 161 | ✓ Normal | |
| 7 | Denmark | 329 | 1,600 | 1 | ✓ Normal | |
| 8 | Taiwan | 302 | 1,400 | 11 | ✓ Normal | |
| 9 | Norway | 298 | 1,900 | 8 | ✓ Normal | |
| 10 | Switzerland | 294 | 2,100 | 3 | ✓ Normal |
📡 Live Signals
SCRAPERPowered by GPT-6, Unitree humanoid robots master painting without prior training - SCMP
China blocks SoftBank’s US$5.4 billion takeover of ABB’s robotics division - SCMP
LEADERSHIP
source ↗
· 2026-11-06 01:00
Serve Robotics launches new business to become the AWS for robots - TechCrunch
DEPLOYMENT
source ↗
· 2026-11-05 23:01
Humble Robotics Raises $51 Million Series A to Scale Autonomous Electric Freight Vehicles - citybiz
FINANCIAL
source ↗
· 2026-11-05 23:01
BP, Chevron and PTTEP lead this week's oil and gas appointments - Upstream Online
LEADERSHIP
source ↗
· 2026-11-05 22:01
Amazon cuts more jobs as CEO touts record margins, retail gains - TheStreet
LEADERSHIP
source ↗
· 2026-11-05 22:01
Humble Robotics Raises $51M Series A for Driverless Electric Freight Trucks Built From Scratch - Wowtale
FINANCIAL
source ↗
· 2026-11-05 22:01
Serve Robotics Opens Fleet Software and Data to Physical AI Companies - Unite.AI
DEPLOYMENT
source ↗
· 2026-11-05 22:01
Serve Robotics opens its fleet technology to outside companies - StreetInsider
DEPLOYMENT
source ↗
· 2026-11-05 22:01
Serve Robotics Launches Physical AI Platform Play - The Tech Buzz
DEPLOYMENT
source ↗
· 2026-11-05 22:01
Serve Robotics Launches Physical AI Services, Opening Technology Behind Its Robot Fleets to Leading Physical AI Companies - The Manila Times
DEPLOYMENT
source ↗
· 2026-11-05 22:01
Serve Robotics launches new business to become the AWS for robots
DEPLOYMENT
source ↗
· 2026-11-05 22:00
YYForce Launches New Corporate Website Showcasing Its Unified AI and Robotics Ecosystem - ACROFAN USA
DEPLOYMENT
source ↗
· 2026-11-05 21:00
Humble Robotics Raises $51 Million Series A To Scale Autonomous Electric Freight Transportation - Pulse 2.0
FINANCIAL
source ↗
· 2026-11-05 21:00
Humble Robotics raises $51M for cabless hauler pilots - FreightWaves
FINANCIAL
source ↗
· 2026-11-05 18:01
Humble Robotics raises $51m for electric trucks with no driver’s cab - The Next Web
FINANCIAL
source ↗
· 2026-11-05 18:01
Humble Robotics Raises $51M for Cabless Truck [2026] - https://tech-insider.org/
FINANCIAL
source ↗
· 2026-11-05 17:00
Humble Robotics Raises $51M Series A to Advance Autonomous Freight - Unite.AI
FINANCIAL
source ↗
· 2026-11-05 17:00
New ISO interoperability standard helps mobile robots from different vendors work together - Modern Materials Handling
DEPLOYMENT
source ↗
· 2026-11-05 17:00
SoftBank’s proposed $5.4B acquisition of ABB Robotics blocked by China
FINANCIAL
source ↗
· 2026-11-05 17:00
⚠ 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
Australia
Robot density: 197 — Z-score > 1.8
AI ANOMALY DETECTED
🔑
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View Pricing →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:
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Full methodology →