sustainable solution

Companies

Roche Leads $257M Funding for Cancer Detection Breakthrough

March 4, 2024

BIOT

🔹 Roche AG leads $257m financing for Freenome Inc., supporting AI-powered blood test for early cancer detection. 🩺💰💉

Automation and digitalization

Boosting Manufacturing Efficiency: AI’s Role in Cutting Costs and Enhancing Therapies

February 1, 2024

BIOT

🧪 AI accelerates commercialization strategies by cutting costs and improving processes in advanced therapy manufacturing. 🔬 5 of batches fail, impacting health and revenues. 🧠 AI is crucial for complex therapies. 💰 Manufacturers need to optimize processes and reduce costs. 🌐 AI enables learning transfer and supports decision-making. 📈 Industry 4.0 will use machine learning for real-time predictions and support.

Automation and digitalization

Boost Efficiency and Speed with AI Automation

January 17, 2024

BIOT

🤖 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.