Royal Academy of Engineering
AI-Driven Enterprise Institute
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North West

Detailed technology adoption profile

#6 of 12

Mean Pillar Breadth

1.6

Active pillars /10

Adoption Rate

43.2%

Companies with I4.0 signals

Companies

784

In sample

Dominant Pillar

P06

Robotics & Automation

Adoption Tier Distribution

784companies
Leading27 (3.4%)
Established57 (7.3%)
Developing145 (18.5%)
Emerging55 (7.0%)
Minimal55 (7.0%)
No Adoption445 (56.8%)

Technology Pillar Profile

6%12%18%24%30%11.6%20.3%18.0%5.1%21.6%26.5%5.5%13.7%23.5%17.0%P01Additive ManufacturingP02IIoT &SensorsP03AI &CognitiveP04Mobile &WearablesP05Data &Systems IntegrationP06Robotics &AutomationP07AR/VR/MRP08CybersecurityP09Big Data &AnalyticsP10Digital Twins
1.Robotics & Automation26.5%
2.Big Data & Analytics23.5%
3.Data & Systems Integration21.6%
4.IIoT & Sensors20.3%
5.AI & Cognitive18.0%
6.Digital Twins17.0%
7.Cybersecurity13.7%
8.Additive Manufacturing11.6%
9.AR/VR/MR5.5%
10.Mobile & Wearables5.1%

Pillar Adoption vs National Average

How this region compares to the UK-wide average for each technology pillar.

P01Additive Manufacturing
8
11.6%-0.7
P02IIoT & Sensors
5
20.3%+0.6
P03AI & Cognitive
7
18.0%-1.1
P04Mobile & Wearables
5
5.1%+0.1
P05Data & Systems Integration
8
21.6%-0.8
P06Robotics & Automation
4
26.5%+1.1
P07AR/VR/MR
11
5.5%-0.8
P08Cybersecurity
7
13.7%+0.1
P09Big Data & Analytics
3
23.5%+1.4
P10Digital Twins
5
17.0%+0.9
Region rateNational average

Top I4.0 Terms Detected

Percentage of companies in this region with each I4.0 term detected across all evidence channels (website, LinkedIn profile, LinkedIn posts), colour-coded by technology pillar.

Digital TwinsRobotics & AutomationAI & CognitiveBig Data & AnalyticsData & Systems IntegrationCybersecurityAdditive ManufacturingMobile & WearablesIIoT & Sensors