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Artificial Intelligence is a very broad field with various applications along Bayer’s value chain. This ranges from early R&D processes to optimizing the supply chain and utilizing the latest generative models for customer interactions. AI is therefore an essential part of a successful digital transformation. The journey from initial prototypes to fully integrated digital products within business processes is a lengthy one. At Bayer, data scientists, machine learning (Ops) engineers, and cloud experts collaborate with colleagues from various business areas to develop new solutions that streamline and enhance efficiency. Alongside new opportunities, they also encounter new challenges. Through concrete examples, the following questions will be addressed in the presentation:
– How can cloud technologies be utilized to ensure the scalability and flexibility of AI solutions, ultimately creating a fully-fledged digital product?
– What should one consider to transition innovative ideas into solutions that generate sustainable value for the company?
– What role does MLOps play in integrating models into the IT system landscape of the pharmaceutical industry?
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