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Showing posts with label Responsible AI practices. Show all posts
Showing posts with label Responsible AI practices. Show all posts

Wednesday, October 30, 2024

Generative AI and IT Infrastructure Modernization: The Crucial Role of Collaboration Between Tech CxOs and CFOs

With the rise of Generative AI (GenAI), the technology sector is undergoing unprecedented changes. A global survey conducted in Q1 2024 by IBM's Institute for Business Value (IBV) in collaboration with Oxford Economics reveals the major challenges and opportunities facing the technology field today. This article explores how these challenges impact corporate IT infrastructure, analyzes the importance of collaboration between tech CxOs and CFOs, and provides practical recommendations for responsible AI practices and talent strategy.

The Necessity of Collaboration Between Tech CxOs and CFOs

Collaboration between tech CxOs (Chief Technology Officers, Chief Information Officers, and Chief Data Officers) and CFOs (Chief Financial Officers) is crucial for organizational success. According to the survey, while such collaboration is essential for improving financial and operational performance, only 39% of tech CxOs closely collaborate with their finance departments, and only 35% of CFOs are involved in IT planning. Effective collaboration ensures that technology investments align with business outcomes, driving revenue growth. Research shows that high-performance technology organizations achieve significant revenue growth, up to 12%, by linking technology investments with measurable business results.

Adjustments for Generative AI and IT Infrastructure

The rapid development of Generative AI requires companies to modernize their IT infrastructure. The survey reveals that 43% of technology executives are increasingly concerned about the infrastructure needed for Generative AI and plan to allocate 50% of their budgets to investments in hybrid cloud and AI. This trend underscores the necessity of optimizing and expanding IT infrastructure to support AI technologies. Effective infrastructure not only meets current technological needs but also ensures future technological advancements.

Current State of Responsible AI Practices

Although 80% of CEOs believe transparency is crucial for building trust in Generative AI, the actual implementation of responsible AI practices remains concerning. Only 50% of respondents have achieved explainability, 46% have achieved privacy protection, 45% have achieved transparency, and 37% have achieved fairness. This indicates that despite heightened awareness among executives, there is still a significant gap in practical implementation. Companies need to enhance responsible AI practices to ensure that their technologies meet ethical standards and gain stakeholder trust.

Challenges and Responses to Talent Strategy

The technology sector faces severe talent shortages. The survey shows that 63% of tech CxOs believe competitiveness depends on attracting and retaining top talent, but 58% of respondents struggle to fill key technical positions. Skill shortages in areas such as cloud computing, AI, security, and privacy are expected to worsen over the next three years. Companies need to address these challenges by optimizing recruitment processes, enhancing training, and improving employee benefits to maintain a competitive edge in a fierce market.

Conclusion

The close collaboration between tech CxOs and CFOs, the demands of Generative AI on IT infrastructure, the actual implementation of responsible AI practices, and adjustments to talent strategy are core issues facing the technology sector today. By improving collaboration efficiency, optimizing infrastructure, strengthening AI ethics practices, and addressing talent shortages, companies can achieve sustainable growth in a rapidly evolving technological environment. Understanding and addressing these challenges will not only help companies stand out in a competitive market but also lay a solid foundation for future development.

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