China races ahead in AI-driven manufacturing

Meanwhile, China is taking the lead in terms of supply chain transparency, digital twin technology, automation, and AI. India, Mexico, and the US. are also modernising and implementing things faster than companies in the United Kingdom, for example. In fact, according to companies’ own assessments, the level of digitalisation in the UK’s industrial sector has even declined. 

Bodo Philipp, CEO of MHP Consulting UK said: “Our analysis makes one thing clear: China and the US are driving the transformation of their manufacturing sectors with a strong focus on software and data, while the United Kingdom and the German-speaking markets of Germany, Austria, and Switzerland have yet to build similar momentum. Only six and three percent of companies respectively are very familiar with Software-Defined Manufacturing, compared to 30 percent in China and India. Without the strategic integration of production control, data, and software, it will become increasingly difficult to remain competitive internationally.”

More than 1200 people from industrial companies were surveyed for the Industry 4.0 Barometer 2026. Specifically, they were asked to assess the status quo with regard to Industry 4.0 in their own companies in the DACH region (Germany, Austria, Switzerland), the United Kingdom, the US, China and, for the first time, India and Mexico. The study highlights successes, but also reveals gaps in the subjects surveyed, including supply chain transparency, digital twin technology, Artificial Intelligence (AI), and Software-Defined Manufacturing (SDM).

UK digitalisation declines

Internationally, the degree of digitalisation ascertained in industry continues to rise, with the overall barometer figure increasing from 48% (2022) to 66% today in all subject areas. However, two regions have fallen significantly behind: The United Kingdom declines to 62% (-2% compared to the previous year). The DACH region (Germany, Austria, Switzerland) remains stagnant at 57%. Meanwhile, China reaches 72% (+3%), the US 69% (+3%), India 68%, and Mexico 67%

“The degree of digitalisation in industry is increasing worldwide, with Europe also making progress,” said Dr Johann Kranz, Professor of digital services and sustainability at LMU Munich. “In a comparison between countries, however, the US and China are implementing digital production technologies faster and taking a more integrated and scalable approach than European companies. India and Mexico, which we were analysing for the first time, are also showing better results in some cases.”

Causes of the faltering transformation

If the digital transformation is being hampered, it is usually due to technical reasons: heterogeneous legacy systems, fragmented data landscapes, and limited interoperability make it difficult to adopt new technologies. By way of example, 40% of surveyed companies in the United Kingdom cite data silos as a barrier, while 47% point to their legacy IT systems. It is a similar picture at companies all over the world. Yet this year’s study reveals that these classic obstacles are overcome at different speeds, particularly in the areas of digital twin technology, Artificial Intelligence, and Software-Defined Manufacturing.

These differences are particularly striking in the case of digital twins. The barometer figure for their use in plants and machines has risen from 54 to 62 percent, while in logistics it has increased from 61 to 67% representing the largest jump from the original figure of 30% (2022). This shows that the digital twin is taking off faster than any of the other technologies addressed in the survey.

Across all application fields, China is clearly in a leading position when it comes to the digital twin. This is especially evident in the context of logistics, where 84 percent of Chinese companies say they partly or fully use this technology. This is followed by Mexico (74%), India (68%), the US (61%), and the United Kingdom (54%), with the German-speaking markets lagging behind on 42 percent.

AI hype gap

China and the US also take a leading role in the use of Artificial Intelligence in production environments. When partly or fully using AI, Chinese players are out in front on 71%, followed by India on 61%, and the US on 57%. Mexico (51%) and the United Kingdom (48%) are in the middle of the field, while the DACH region (Germany, Austria, Switzerland) is behind on 37%.

These findings reveal that many European companies are taking a rather cautious approach here. To date, they have only been using AI on a pilot basis, with a lack of deep integration into production processes. At the same time, the future impact of AI is rated highly. By way of example, 61% of companies in the United Kingdom expect it to have a “significant” or “groundbreaking” impact in the next five years. This gap highlights the fact that smart algorithms cannot be productive without solid foundations in terms of data infrastructures, sensor technology, and digital twins. Accordingly, AI remains a future promise in industrial practice but will not become an effective productivity factor (“AI hype gap”).

Software-Defined Manufacturing (SDM) is the new key skill

SDM separates production control from physical hardware and creates a central software layer that makes the manufacturing process flexible and scalable across different sites. CIOs play a key role here by becoming architects of the digital factory and taking responsibility for IT/OT integration, data literacy, and investment prioritization. Companies with a CIO state much more frequently that they are familiar with the SDM concept (+33.2%) and are more likely to integrate it into their overall strategy (+18.4%). There is also a greater propensity to invest (+13.8 %), while the proportion of the budget earmarked for maintenance expenses is lower (-26.2%).

When comparing familiarity with the still nascent SDM concept, India and China are blazing a trail, with 30% of respondents in each of these countries attesting to a “very high” level of familiarity. The proportion is significantly lower in the United Kingdom (6%) and in the German-speaking markets (3%). The US (14%) and Mexico (18%) are in the middle of the field.

Further upheavals are expected

The majority of respondents worldwide expect significant upheavals in the next ten years as a result of digitalisation and software-driven approaches, with 31% holding the firm belief that their industry will undergo fundamental change and another 51% considering it likely. Once again, there are considerable regional differences in this assessment. In India, for example, 44% of respondents are convinced that software-driven approaches are altering their industry, while the figure in the United Kingdom is only 17%.

Digitalisation requires a real willingness to invest: 71% of respondents in India state that their companies are willing to spend significant sums of money on new digital technologies. Mexico (65%) comes next, followed by the US (59%). The figure is critical for the United Kingdom, where just 36% are willing to invest. Only the DACH region (Germany, Austria, Switzerland) is scoring lower at 29%.

“European companies are focusing on efficiency and cost optimisation, which means that strategic potential for growth, flexibility, and innovation often remains untapped,” explained Prof Christina S. Reich from FOM University of Applied Sciences, who is also a manager at MHP. “Emerging markets such as India, China, and Mexico, meanwhile, are pursuing more differentiated strategic goals. India, for example, is specifically focusing on improving quality due to its historical competitive position and global pressure. The aim here is to meet international standards and open up new markets.”

Overall, the findings highlight the fact that Europe is facing a huge modernisation task. The main way for companies to maintain their competitive ability on the international stage lies in breaking down the technical barriers, standardising IT/OT structures, and consistently gearing production toward software-based, scalable architectures. Software-Defined Manufacturing is becoming a yardstick for future industrial viability – and a critical success factor in the context of Industry 4.0.

About the Industry 4.0 Barometer 2026

The Industry 4.0 Barometer has been published since 2018 by the management and IT consultancy MHP in cooperation with Prof Dr Johann Kranz from Ludwig Maximilians University (LMU) Munich. The 2026 edition analyses the statements of 1,206 people from industrial companies in the DACH region (200), the United Kingdom (202), the US (200), China (200) and, for the first time, India (200) and Mexico (204). The most strongly represented sectors are mechanical and plant engineering and information and communication technology, each with 13%, followed by the automotive industry (10%). The participants have roles across all hierarchical levels, most frequently working in IT (23%) and production (24%).

The questionnaire covers four areas – technology, IT integration, strategy, and goals – while equally examining barriers and drivers. There was also a focus on Software-Defined Manufacturing this time. Recommended courses of action round off the study for decision-makers, along with success stories from user companies and expert interviews.

The full study can be downloaded at:

www.mhp.com/newsroom