
Generative AI is revolutionizing companies: What impact do developments have on strategic build vs. buy decisions
- Von Dr. Michael Mederer
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Generative AI (Gen AI) has played a transformative role in the world of technology and business development in recent years. Companies are faced with the challenge of adapting their strategies to keep pace with this rapid development. This article looks at the impact of GenAI developments on build vs. buy decisions for organizations. It is a summary of our masterclass from the AI.Summit. If you would like to learn more, please contact us!
Impact of GenAI on build vs buy decision
1. accelerated maturation time of AI
The development of AI has accelerated dramatically in recent years, with generative AI playing a leading role. From text generation and image processing to 3D and video production, results are being achieved that increasingly surpass the quality of human work.
Companies need to recognize that AI is no longer just a complementary technology, but a key driver of innovation and competitive advantage. The ability to adapt these technologies will be crucial to remain relevant in a rapidly changing market environment.
2. the redefinition of “build vs. buy
The introduction of Gen AI has fundamentally changed the debate between in-house development and purchasing solutions.
In-house development (build): For companies with a high level of AI maturity, this approach offers advantages such as complete control, IP ownership and the ability to develop customized solutions that perfectly match individual requirements.
Buy: Companies with less expertise can benefit from ready-made solutions that can be implemented more quickly and require less initial investment. This is particularly attractive for companies that want to benefit quickly from AI without tying up extensive resources.
The decision between “build” and “buy” depends heavily on the maturity and strategic goals of an organization. The right balance between control and efficiency is crucial.
3. time and cost savings through generative AI
Another advantage of Generative AI is its ability to significantly reduce development times and costs. Companies can shorten their project lead times by up to 24% and reduce costs by up to 18% at the same time.
This efficiency enables companies to achieve more while conserving resources. Whether start-up or established company: The economic benefits make the use of Gen AI attractive for many companies.
4. diverse application possibilities in practice
The potential applications of Gen AI extend across numerous industries and functions. Here are a few examples:
- Product design and engineering: Tools such as Figma AI enable the creation of innovative designs in the shortest possible time.
- Code generation: GitHub Copilot enables developers to work faster and more efficiently.
- Marketing and customer service: Gen AI personalizes customer experiences and automates repetitive tasks, increasing efficiency and customer satisfaction.
These applications show that Generative AI is far more than just a technical tool. It is an enabler that supports creative processes and makes day-to-day work easier.
Conclusion: utilizing the potential of Gen AI
The introduction of generative AI offers companies the opportunity to drive innovation and strengthen their market position. Be it to optimize processes, reduce costs or open up new markets: The key lies in a well thought-out strategy that is tailored to the company’s specific needs and capabilities.
Gen AI is not just a technology of the future, but a technology of the present that must be used now in order to be successful in the long term.

Dr. Michael Mederer
CEO