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IW-Report No. 9 11. March 2020 Manuel Fritsch / Alevtina Krotova How Data-Driven are Business Models in Germany?

Data is rapidly becoming one of the most important business resources. A growing number of companies address the question of how they can use data profitably in their business.

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How Data-Driven are Business Models in Germany?
IW-Report No. 9 11. March 2020 Manuel Fritsch / Alevtina Krotova

How Data-Driven are Business Models in Germany?

IW-Report

Manuel Fritsch / Alevtina Krotova German Economic Institute (IW) German Economic Institute (IW)

Data is rapidly becoming one of the most important business resources. A growing number of companies address the question of how they can use data profitably in their business.

In this context, data-driven business models become an increasingly decisive competitive factor, as examples of successful American companies such as Google or Facebook show. German companies have also recognised the importance of data-driven business models. A survey by IW Consult reveals that almost 31 percent of German companies already have a data-driven business model. Companies are diversifying their portfolios by offering a range of different products - from traditional to computerized to data-driven - in order to meet increasingly complex customer needs. The vast majority of companies are driven by competitors in the market and perceive impulses from substitutive products as motivation to adapt own products in their business models. Companies that already have a data-driven offering perceive the search for IT specialists and financial resources as the greatest obstacle to the implementation of data-driven business models. Companies that offer traditional products and services are mainly hindered by strategic issues, such as lack of clarity about the benefits of data-driven services, a lack of a development strategy or a lack of ideas for digital products. Three recommendations for action, which show how companies can transform their business models into data-driven ones, were identified: clarify the potential of data-driven business models, strengthen networks between companies and scientific actors and define the legal framework.

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How Data-Driven are Business Models in Germany?
IW-Report No. 9 11. March 2020 Manuel Fritsch / Alevtina Krotova

Manuel Fritsch / Alevtina Krotova: Wie datengetrieben sind Geschäftsmodelle in Deutschland? – Analyse des Status quo

IW-Report

Manuel Fritsch / Alevtina Krotova German Economic Institute (IW) German Economic Institute (IW)

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AI skills demand in the EU
Expertise 8. September 2026 Jan Büchel / Jan Engler / Armin Mertens

AI skills demand in the EU

More and more companies in Europe are using artificial intelligence (AI) technologies. In 2025, one in five companies in the EU with 10 employees or more used at least one major AI technology, up from 8% in 2023 (Eurostat, 2026a).

Jan Büchel / Jan Engler / Armin Mertens IW

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IW-Trends No. 2 15. July 2026 Jan Büchel / Jan Felix Engler / Nicolai Krüger*

AI Specialists in Public Administration – Needs and Options for Action

The use of AI in Germany’s public sector not only offers potential for efficiency gains but, in view of the sector’s shortage of skilled staff, is also urgently needed.

Jan Büchel / Jan Felix Engler / Nicolai Krüger* IW

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