“万亿级”生物制造产业，来自一线的研究员、企业家、投资人怎么看？

Core Insights - The most challenging phase in the industrialization path of biomanufacturing/biopharmaceuticals is the pilot scale-up process, where over 90% of laboratory results fail to transition successfully [6][7]. Group 1: AI's Role in Biomanufacturing - AI is reshaping traditional processes in biomanufacturing, leading to geometric efficiency improvements, particularly in drug discovery and production [2][3]. - AI-driven pharmaceutical companies can achieve efficiency gains of 30% to 50% in specific areas like lipid nanoparticle screening [3]. - While AI can generate numerous protein structures, it cannot validate these ideas without the capability to implement them, highlighting the need for human expertise in critical stages [4][5]. Group 2: Challenges in Transitioning from Lab to Factory - The transition from laboratory to industrial production involves significant differences in operational requirements, including efficiency, delivery, cost, and environmental compliance [6][7]. - The gap between "product" and "commodity" requires a deep integration of commercial logic, which is often overlooked by principal investigators [6][7]. - Successful navigation of this transition may involve collaboration between scientists and entrepreneurs, with the latter addressing engineering, financing, and regulatory challenges [7]. Group 3: Market and Globalization Challenges - After commercialization, biomanufacturers face challenges in market penetration and global expansion, where compliance with international standards like EU CE and FDA certifications is crucial [8]. - The ability to meet safety, accessibility, and efficacy standards is more important than technological advancement in global competition [8]. Group 4: Collaboration and Resource Integration - Successful industrialization in biomanufacturing requires collaboration among various stakeholders, with an emphasis on understanding each party's needs and business logic [9][10]. - There is often a disconnect between government resources, industrial parks, and corporate needs, which can hinder market entry for many companies [9]. - Many innovative ideas remain uncommercialized due to a lack of professional teams to drive products to market, necessitating joint efforts from capital and industry teams [9].