Impact of AI on R&D performance of enterprises
DOI:
https://doi.org/10.48047/pqcz9c71Keywords:
AI, R&D, Innovation Performance, Business Process Modernization.Abstract
Artificial Intelligence (AI) is transforming Research and Development (R&D) by enhancing productivity, reducing costs, and reshaping workforce dynamics. This study explores AI's impact on R&D, focusing on automation, data-driven decision-making, and innovation
acceleration. The research employs a mixed-method approach, utilizing secondary data from surveys and industry reports to analyze AI’s influence on productivity and cost efficiency, particularly in the biopharmaceutical sector. Findings indicate that AI-driven automation streamlines repetitive tasks, accelerates data analysis, and optimizes resource allocation, leading to a 30–50% increase in productivity and significant cost reductions.
Downloads
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution 4.0 International License.
You are free to:
- Share — copy and redistribute the material in any medium or format for any purpose, even commercially.
- Adapt — remix, transform, and build upon the material for any purpose, even commercially.
- The licensor cannot revoke these freedoms as long as you follow the license terms.
Under the following terms:
- Attribution — You must give appropriate credit , provide a link to the license, and indicate if changes were made . You may do so in any reasonable manner, but not in any way that suggests the licensor endorses you or your use.
- No additional restrictions — You may not apply legal terms or technological measures that legally restrict others from doing anything the license permits.
Notices:
You do not have to comply with the license for elements of the material in the public domain or where your use is permitted by an applicable exception or limitation .
No warranties are given. The license may not give you all of the permissions necessary for your intended use. For example, other rights such as publicity, privacy, or moral rights may limit how you use the material.
