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From our contents

From our contents
How Causal AI Reveals True Cause-and-Effect Relationships

Unlike traditional data analysis, causal AI goes beyond simply recognizing patterns and reveals actual cause-and-effect relationships

Making Digital Services Pay Off

How can digital services in glass machinery manufacturing be successfully monetized? This was the central question addressed by the Forum Glass Technology on 21 October 2025 at HEGLA GmbH & Co. KG in Beverungen.

OT security in industrial SMEs

What SMEs need to consider in the context of digital transformation in order to establish and ensure the operational technology security (OT security) of their machines and systems.b

Smart scheduling - optimizing dynamic production planning with AI

How to introduce AI-based planning systems: from identifying suitable use cases and creating digital foundations to designing agile and human-centered innovation processes.

Working Group Technical Documentation

The Technical Documentation Working Group makes the technical articles available here.

Happy Birthday: 25 years of VDMA Software and Digitalization!

Together with members and partners, the trade association celebrated its 25th anniversary in Würzburg. One thing became particularly clear: the trade association and its topics are playing an increasingly important role in the industry.

Everything as a Service in mechanical engineering

As part of the "X-Forge BW" project led by Fraunhofer IPA, a guideline for the use of machine data was created together with well-known companies. This is available for download free of charge.

All information about our publication overview - compact and online

Our publications deal with various aspects of digitalization in mechanical engineering companies as well as cybersecurity and information security and serve as recommendations for action.

Support for your digitization!

With the support of experienced scouts from the field, the first steps toward digitization become more tangible.

Predictive Maintenance I Potential not yet exhausted

Predictive maintenance is on everyone's lips as a buzzword in the field of Industry 4.0 and is considered the goal of many maintenance managers. Nevertheless, this technology has not yet been used as standard.

Protect essential knowledge and know-how

In future, the digital product passport is to include all important environmental and material data of a product along its entire life cycle. VDMA sees opportunities and challenges in this concept and calls for the involvement of the industry.

Digital policy needs more weight in parliament and government

Cooperation within Europe on digital policy must improve. The industry needs efficient political structures and competent contacts. And it needs a common, interoperable cloud and data infrastructure.

METAV - A lesson in the digitalisation of the trade fair world

Web sessions were well received and are an established format

Pricing opportunities for spare parts

Spare parts are the backbone of the service business in mechanical and plant engineering. But globalization and digitization threaten this attractive and profitable business.

Successful marketing of digital offers

The guide "Successfully marketing digital offerings" presents four success models of digital service types: the integral product improvement, the complementary service, the digital intermediary and the digital innovation. They make it easier for VDMA members to classify their own digital services.

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