普华永道：2025智能化创新：人工智能对研发活动的变革性影响研究报告（英文版）（23页）.pdf

1、Innovate smarter How AI is transforming Research and Development1PwCInnovate smarter:How AI is transforming Research and DevelopmentTable of contents2Executive Summary31Behind the curtain:Todays reality in R&D and operations4Industry challenges5The AI revolution in R&D62AI to support within the prod

2、uct lifecycle7Key valuable use cases within the product lifecycle,available today8Building an AI-enabled R&D organisation143Successful AI implementations are business-led,not tech-led174Conclusion20PwCInnovate smarter:How AI is transforming Research and Development3As industries face increasing pres

3、sure to innovate swiftly and sustainably,integrating artificial intelligence(AI)into Research and Development(R&D)processes has become essential.AI has the potential to revolutionise R&D by addressing challenges like accelerated time to market,complex product specifications,and strict regulatory req

4、uirements.By transforming vast data into actionable insights,AI enables organisations to streamline development,enhance resource efficiency,and bolster compliance.Key applications that are achievable with todays state of technology include variant management,requirements engineering,and regulatory a

5、lignment throughout the product lifecycle.Embracing AI requires strategic adjustments,focusing on data quality,security,availability,and empowering the workforce with new capabilities.The PwC framework lays the groundwork for overcoming implementation barriers and fostering a culture of continuous i

6、nnovation,positioning organisations for long-term success in an increasingly sustainability-focused market.Executive SummaryPwCInnovate smarter:How AI is transforming Research and DevelopmentBehind the curtain Todays reality in R&D and operations41PwCInnovate smarter:How AI is transforming Research