Royal Academy of Engineering
AI-Driven Enterprise Institute

Technology Pillars

The 10 Industry 4.0 technology pillars tracked across UK engineering companies, each comprising 25 indicator terms.

P06#1

Robotics & Automation

25.4%

adoption rate

P05#2

Data & Systems Integration

22.3%

adoption rate

P09#3

Big Data & Analytics

22.1%

adoption rate

P02#4

IIoT & Sensors

19.7%

adoption rate

P03#5

AI & Cognitive

19.1%

adoption rate

P10#6

Digital Twins

16.1%

adoption rate

P08#7

Cybersecurity

13.5%

adoption rate

P01#8

Additive Manufacturing

12.3%

adoption rate

P07#9

AR/VR/MR

6.3%

adoption rate

P04#10

Mobile & Wearables

5.0%

adoption rate

Region × Pillar Heatmap

Adoption rates (%) for each technology pillar by UK region. Click any column header to sort. Click again to reverse.

RegionAdopt%P01P02P03P04P05P06P07P08P09P10
1.South East50.6%16.424.122.75.528.929.77.316.124.618.1
2.West Midlands48.3%15.623.220.95.022.629.76.312.921.717.5
3.North East45.3%12.919.316.36.324.526.75.512.522.716.8
4.East of England44.8%12.422.719.64.822.125.17.014.521.115.2
5.Northern Ireland44.6%8.021.120.55.622.625.97.516.323.318.0
6.North West43.2%11.620.318.05.121.626.55.513.723.517.0
7.South West42.0%13.717.920.15.421.725.37.113.820.919.5
8.Yorkshire and The Humber40.6%11.517.016.84.721.125.16.510.219.314.2
9.East Midlands40.2%13.518.515.94.819.324.45.912.920.116.3
10.London39.4%11.317.223.93.321.320.76.614.326.314.9
11.Wales39.4%12.417.517.65.119.323.76.315.320.712.6
12.Scotland37.4%8.618.017.14.023.022.44.59.720.512.8