AI in manufacturing: from pilot to practical application

Published the 18/06/2026
AI in manufacturing: from pilot to practical application

Artificial intelligence as a central theme at AMB 2026 // Guido Reimann, VDMA, discusses opportunities, challenges and current developments

At AMB, the international trade fair for metalworking, taking place in Stuttgart from September 15 to 19, 2026, Artificial Intelligence (AI) will be one of the three main topics, alongside automation and the circular economy. We discussed the progress made by the industry and the useful insights decision makers can draw from AMB 2026 with Guido Reimann. He is Deputy General Manager of VDMA Software and Digitalization and Coordinator of the VDMA Competence Network on Artificial Intelligence.

AMB: AI was a hotly debated topic at AMB 2024. Where does the metalworking industry stand today, in 2026? Has AI become a standard practice, or are pilot projects still prevalent?

Guido Reimann: For the mechanical and plant engineering sector in general, as well as for manufacturers of precision tools and machine tools, the topic of artificial intelligence has gained further importance. A VDMA survey in spring 2026 revealed that over 80% of mechanical engineering companies attach great importance to artificial intelligence technologies. Around a third of companies are already using AI solutions in production. This means the era of pilot projects is over. We are seeing increasing practical application of AI. Furthermore, many pilot projects continue to be conducted within companies to further familiarize themselves with the technology and test new application possibilities.

Current business application areas related to manufacturing focus on software development, engineering and design, business management, IT, marketing, and communications. Artificial intelligence solutions are also increasingly being used in sales and product-related services for customers in the mechanical engineering industry. To fully leverage their potential, companies must focus on their digitalization and promote it strategically.

AMB: The mechanical and plant engineering sector expects a tangible increase in efficiency thanks to AI. What specific figures and success stories do you know in the metalworking industry? And what are the main obstacles to implementation?

Guido Reimann: AI-based solutions and approaches not only promise increased efficiency, they also ensure it along the entire value chain. This is reflected, for example, in the reduction of costs for producing technical documentation and user manuals, in the time and cost savings in purchasing by increasing the number of identical components and thus improving purchasing conditions, or in the reduction of unplanned downtime, for example on machine tools, where cost savings of 10 to 20% are possible. Furthermore, AI solutions can significantly accelerate processes in many areas: development, production, sales, and customer service.

Comprehensive and sustainable digitalization is a fundamental prerequisite for the use of artificial intelligence and other digital technologies. However, obstacles often include change management, slow implementation, and a lack of human resources. Projects often fail less due to technical issues than to organizational difficulties, inadequate decision-making structures, poor engagement, insufficient knowledge of applications and limitations, and other non-technical factors. And even in the case of AI, it's true that not all pilot projects are successful. The crucial factor is knowing when to stop and redirect limited resources towards more effective digitalization activities.

AMB: Which AI technologies and application areas do you believe will dominate AMB 2026, and why is participation in AMB 2026 essential for metalworking professionals interested in AI?

Guido Reimann: In traditional product development and design, as well as in software development, we are now seeing numerous AI-based solutions offered by the software industry. At the same time, many mechanical engineering companies have integrated AI technologies into their related products or services, making them available for metalworking. At AMB, industry professionals will find not only manufacturers and suppliers of production machinery, but also software and service providers that support seamless implementation along the entire value chain.

AMB: Industrial AI, the European AI Regulation, humanoid robotics, quantum computing: the agenda is getting busier. What developments should decision makers in the metalworking industry definitely keep an eye on over the next five years?

Guido Reimann : It's true that the range of technologies, applications, and regulatory requirements relevant to the digital sector is constantly expanding. This also means that equipment manufacturers and application industries must keep pace with this change. Digital technologies are not only becoming increasingly important for internal business processes, but are also significantly influencing companies' business models. Those who are new to new digital technologies and their potential applications within their own company and in their customers' industries can lay the foundation for future success well in advance. A VDMA survey from spring 2026 also shows that mechanical engineering companies are focusing intensively on the following three technologies and intend to expand their use: artificial intelligence, digital twins, and open source software.

AMB: Thank you for the interview, Mr. Reimann.

Artificial Intelligence at the heart of the program
For those who want to delve deeper into the topic of AI at AMB 2026, not only by visiting the exhibition stands but also by interacting directly with experts, the AMB Stage offers two special opportunities on Wednesday, September 16: From 12:00 to 1:30 p.m., VDMA Software und Digitalisierung invites you to a panel discussion entitled "Artificial Intelligence in Production - Practical Examples." This will be followed at 2:00 p.m. by the presentation "AI in Production - From Impact to Added Value," featuring industry, research, and application professionals who will discuss current developments, concrete application examples, and open questions related to the use of AI in mechanical processing. The AMB Stage is located in the atrium (EO010) at the east entrance.

About AMB
Since 1982, AMB has presented the highlights of the international metalworking industry. "Where metal comes alive" will also be a regular event on the industry's agenda in 2026, this year from September 15 to 19. It is the international marketplace and meeting place for metal cutting, showcasing the latest products, technologies, innovations, services, and concepts in all their facets. AMB is supported by the VDMA Precision Tools, VDMA Software and Digitalization, and the VDW Verein Deutscher Werkzeugmaschinenfabriken e.V. (German Machine Tool Builders' Association). Further information is available at www.amb-messe.de/

For more information: AMB 2026
AI in manufacturing: from pilot to practical application
AI in manufacturing: from pilot to practical application
AI in manufacturing: from pilot to practical application

Other articles that may interest you

Machine tools: economic recovery remains fragile due to persistent structural pressures

CECIMO examined the challenges the sector will face in 2026 and discussed future risks and opportunities, in a context still characterized by political and economic uncertainty. Economic situation and prospects In 2025, the European machine tool sector continued to face a challenging economic environment, with weak demand and increased global competition putting pressure on CECIMO member companies. European machine tool production is estimated to have decreased by approximately 6.6% compared to 2024, reaching €23.5 billion, demonstrating that the slowdown has yet to ease. This trend is also impacting Europe's position in the global market. In 2025, Europe's share of global machine tool production fell to approximately 30.8%, almost 2 percentage points less than the previous year. This trend is particularly worrying when compared to 2023, when Europe accounted for 33.4% of global production. This means that Europe has lost almost 3 percentage points of global production share in just two years, indicating a gradual erosion of its "industrial position." Furthermore, the European machine tool market showed clear signs of weakening when considering consumption levels, which decreased by 3.7% compared to 2024, reflecting lower demand across European countries. Trade flows also declined: exports by European machine tool manufacturers decreased by 8.8%, while imports fell by 4.2%. The main export destinations for European machine tool manufacturers (excluding Europe) are the United States, China, and India. At the same time, when looking at European machine tool import flows, Japan, China, and South Korea continue to be the most significant suppliers. Overall, these developments confirm that the sector has been operating in a challenging economic environment, impacted by slowing investment, persistent uncertainty, geopolitical tensions, and weakening momentum in both European and global markets. Taken together, these factors have reduced demand for machine tools and negatively impacted the operating conditions of CECIMO members. A similar picture emerges when looking at the order levels of the CECIMO8* index. Domestic orders decreased by approximately 1.7% in 2025 compared to 2024, marking the third consecutive year of contraction. By contrast, foreign orders increased by 1.2% over the same period, marking the first year of growth after two consecutive years of decline. CECIMO's projections for 2026 indicate a modest improvement after two consecutive years of declining production and consumption in the European machine tool sector. Consumption and production levels are expected to increase in European countries, suggesting a possible stabilization. CECIMO's estimates for orders indicate an improvement in overall order volumes in the CECIMO8 index countries in 2026. However, this outlook remains fragile and exposed to external shocks and general market conditions and should therefore be interpreted as a transition phase rather than a full recovery. The sector will continue to operate in a highly uncertain environment, characterized by geopolitical tensions and conflicts, trade risks, potential tariff measures, energy market volatility, and weak investment dynamics in major European economies. Since European machine tool manufacturers remain highly exposed to international trade and industrial investment cycles, any deterioration in these conditions could limit the expected recovery and potential future recoveries. At the same time, CECIMO sees potential support from positive spillover effects related to public investment and strategic sectors such as defense, aerospace, electrification, artificial intelligence technologies, and advanced engineering. These sectors could help support demand for advanced and high-precision manufacturing solutions, but their impact will depend on timely implementation and avoiding further delays. A stable trade environment, increased industrial investment, and effective policy measures could mark the beginning of a gradual recovery for the European machine tool sector. Without these conditions, Europe risks further weakening its position in machine tool technologies, while global competitors continue to strengthen their industrial capabilities. "The current situation confirms that Europe cannot take its industrial leadership for granted. European machine tool manufacturers continue to operate in a challenging environment, characterized by declining demand, persistent global uncertainty, and growing competitive pressure. While some opportunities may emerge in strategic sectors, Europe needs a stable policy framework, increased industrial investment, and faster implementation of measures to support advanced manufacturing," commented François Duval, President of CECIMO.

16/06/2026 Read more

Made in steel 2027: exhibition space sales open

Registration is now open for the twelfth edition of the international Conference & Exhibition dedicated to the steel industry. In a European market that is showing signs of stabilization after difficult years, the event confirms itself as a strategic platform for business and discussion between operators in the sector. The exhibition space sales campaign for Made in Steel 2027 , the international event dedicated to the steel industry, has officially begun. Scheduled for May 11, 12, and 13 at Fiera Milano , the event is organized by siderweb in conjunction with Fiera Milano. Interested companies can reserve their space at an event that, year after year, has established itself as an international reference point for steel producers, distributors, traders, service centers, processors, and users. An "Early Bird" option will also be available for exhibitors who book by June 19. The twelfth edition of Made in Steel presents itself with a renewed layout and expanded spaces in pavilions 8, 12 and 16 , designed to welcome an ever-increasing number of companies and promote visibility, networking and business opportunities along the entire steel supply chain. Following the growth of the 2025 edition, which attracted over 19,000 attendees and nearly 400 companies from all over the world, Made in Steel is looking to 2027 with the aim of further consolidating its role as a European platform for discussion, innovation, and development for the sector. "The opening of sales represents the first step towards an edition that aims to position the Italian steel industry in an even more international and business-oriented context," said Made in Steel CEO Paolo Morandi. "In a period of profound transformation for the European steel industry, the biennial event aims to be a place where companies, institutions, and stakeholders can meet to develop new growth opportunities and jointly address the challenges of competitiveness and industrial transition." In addition to the exhibition area, Made in Steel 2027 will also offer a rich program of conferences, round tables, and in-depth discussions dedicated to key topics in the steel industry: market dynamics, regulations, technological innovation, sustainability and the circular economy, geopolitics, and industrial competitiveness. The market context: between first signs of recovery and new competitive challenges The opening of registrations for Made in Steel 2027 comes at a particularly significant time for the European steel market. After three consecutive years of declining demand, the sector is showing signs of stabilization, despite a still highly uncertain environment. According to Eurofer's latest Economic and Steel Market Outlook, apparent steel consumption in the European Union is expected to return to growth in 2026, albeit at a moderate pace, supported by a gradual improvement in industrial activity and investment. However, demand levels remain lower than those recorded before the pandemic, and factors such as high energy costs, geopolitical tensions, and growing competitive pressure from non-European imports continue to weigh on demand. In Italy, the European Union's second-largest steel producer after Germany, companies in the supply chain are undergoing a transition phase that requires significant investments in energy efficiency, digitalization, and decarbonization. At the same time, strengthening strategic sectors such as construction, infrastructure, energy, and advanced manufacturing could help sustain demand in the coming years. Made in Steel is the international conference and exhibition dedicated to the steel industry. It is organized by siderweb - the steel community alongside Fiera Milano. Made in Steel is a conference and exhibition. It offers opportunities for business and reflection, networking and learning. It is both an exhibition showcase and a cultural hub that, with conferences, forums, and roundtables, aims to foster competitive collaboration and the exchange of information, essential elements for business growth. Since 2023, Made in Steel has been certified for sustainable event design and management according to the ISO20121 standard. siderweb - The Steel Community is the only online publication in Italy dedicated entirely to the steel industry. It is a point of reference for industry professionals, thanks to its simple style, focus on in-depth analysis, and objectivity. Since 2009, it has been tracking the prices of raw materials and steel products on the national market every week, now numbering over 60, using a method certified by the Laboratory of Statistics, Data, Methods, and Systems at the University of Brescia. Since 2022, it has published five weekly indices for scrap, carbon steel, long and flat products, and stainless steel. Since 2005, it has organized Made in Steel, the international Conference & Exhibition dedicated to the steel industry, and structured its contents: conferences, interviews, and outlooks.

15/06/2026 Read more

Fastener fair italy 2026: less than a month before the start, the sector is present with over 200 co

With less than a month to go until the opening, Fastener Fair Italy 2026 is already boasting impressive numbers: over 200 exhibiting companies have confirmed their participation in the fifth edition of the event, scheduled for June 24 and 25 at CityLife – Allianz MiCo in Milan. Returning exhibitors include Achilles Seibert, Ambrovit, Bontempi VIBO, Bralo Italia, DIV GROUP, Fastbolt, Flaig + Hommel, Inox Viti, Milani Enrico, Profiroll Technologies, R+FK Schulte, Rotor Clip, Strubl, The Magni Group, and Yuyao Alfirste Hardware, a concrete sign of the industry's confidence in the event. A point of reference for manufacturers, wholesalers, distributors, and end users, the trade show covers the entire fastening systems supply chain: from fasteners and bolts (both industrial and construction) to assembly and installation systems, through production technologies, storage and distribution equipment, and information and communication services. This broad scope is designed to reflect the transversality of a sector that touches virtually every industrial segment. "We can't wait to open the doors to this fifth edition. The exhibitors' response confirms that, even in a challenging time for the European industry, the value of direct contact remains irreplaceable: this is where the ideas, partnerships, and opportunities that drive the market are born," says Stephanie Cerri, Events Director of Fastener Fair Italy. The fastening systems industry is undergoing profound transformation. The pressures of recent years, from geopolitical tensions to raw material volatility to the redefinition of supply chains, have pushed manufacturers and suppliers to accelerate the adoption of more efficient and resilient solutions. The results are visible: fastening systems integrated with sensors for real-time performance monitoring, new alloys and composite materials that combine lightness and strength, increasingly automated production lines where digitalization is no longer a future goal but a concrete reality. In this scenario, direct contact with manufacturers and innovators is valuable beyond any catalog or technical sheet. With approximately 3,700 professionals expected to attend, Fastener Fair Italy 2026 offers the concentration of expertise, products, and decision-makers needed to navigate a rapidly evolving market. The exhibitor directory, already available online, allows you to plan your visit in advance, identify the most relevant suppliers, and arrange targeted meetings. To support the event's visibility, a consolidated network of international media partners—Expometals, Fasten.it, Fastener + Fixing Magazine, Fastener World, Galvanotecnica, and Italy Export, among others—help keep the global industry community connected well beyond the two-day event. Buy your ticket and meet the main exhibitors of screws, bolts, and fastening systems in Milan. Visitor information and opening hours Fastener Fair Italy 2026 will be held from June 24th to 25th, 2026, at CityLife - Allianz MiCo . Opening hours are 9:00 am to 5:00 pm on both days of the fair. For more information, visit www.fastenerfairitaly.com Fastener Fair Italy is part of a series of trade events organized by RX for the fastener, bolt, and fixing industry, including Fastener Fair Global, the Fastener Fair brand's flagship event held in Germany, Fastener Fair India, Fastener Fair Mexico, and Fastener Fair USA. Fastener Fair Italy is also on LinkedIn and YouTube: follow us to stay updated on the latest news .

29/05/2026 Read more
Subscribe to our newsletter
To stay updated on the latest news of the industrial world
Contact us
Image Newsletter Lindustriale
Dati Legali

L'industriale s.r.l.
P. IVA: 12212870153
Codice Fiscale: 12212870153

Sede Legale

Via Carlo Dolci, 32
20148 Milano (MI)
Italy

Registro Imprese

Iscrizione R.I.: 12212870153
REA: MI-1539011
Capitale sociale: Euro 10.400,00 i.v.

Top
This website is protected by reCAPTCHA, therefore the Google privacy policy and terms of service apply.