automation

Boost Efficiency and Speed with AI Automation

🤖 Automation in process development can improve efficiency and speed up the optimization of processes. Currently, automation is not widely used in the process development lab, but it has been successful in drug discovery and production plants. 🔬 Automation combined with digitalization can provide better data management and insights into bioprocesses. 👥 Collaboration with technology suppliers and a solid data infrastructure are essential for successful automation projects. 🤔 Challenges include the lack of regulatory standards for the development and deployment of AI in medical use cases. 👨‍🔬 AI has potential applications in process development, such as cell therapy manufacturing and production scheduling. 📚 AI is already used to process lab images and make process decisions. 💡 Automation and AI can greatly benefit process development and lead to more efficient drug manufacturing.