AI and ML can transform ATMP manufacturing by optimizing processes, enhancing quality control, and improving supply chain efficiency. Predictive modeling and digital twins refine bioprocess conditions, while AI-driven automation reduces manual intervention and batch failures. Machine learning enables real-time monitoring, predictive quality assessments, and faster batch release, ensuring consistency and regulatory compliance. Additionally, AI-driven decision support and training tools enhance workforce efficiency, while personalized medicine benefits from AI-powered patient stratification and dosing models. Ultimately, AI/ML solutions help ATMP companies reduce costs, scale production, and improve treatment accessibility.
Solutions:
▶ Data Contextualization/UNS
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▶ PAT (Process Analytics)
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▶ EDGE Computing
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