Unite.AI 2024年12月16日
CFOs Should Embrace Gen AI’s Potential and Encourage Innovation, Not Obsess Over Its Cost or Likely Scale of Impact
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文章指出,CFO不应只关注生成式AI的成本和短期影响,而应成为组织内部的技术倡导者。原因有三:CFO的角色正从财务管理扩展到战略领导;生成式AI在财务领域的应用案例日益成熟;不拥抱AI可能导致竞争风险。研究表明,CFO在技术决策、人才管理和战略规划上花费的时间越来越多,他们需要利用AI推动创新和转型。生成式AI在数据管理、合同审查、预测等方面展现出巨大潜力,早期采用者已获得效率和准确性的提升。不行动可能导致落后于竞争对手,类似于云技术的发展历程。CFO应鼓励试点项目、资助有价值的创新、寻找经验丰富的合作伙伴,以推动AI的有效应用。

📈 CFO角色转变:CFO的角色正在扩展,从单纯的财务管理转向更重要的战略领导地位,他们需要在技术决策、人才管理和战略规划上发挥更大的作用。

💼 AI商业价值提升:生成式AI在财务领域的应用案例不断增加,如自动化数据管理、合同审查、预测分析等,且试点项目的成本相对较低,已采用AI的CFO在效率、准确性方面获得了显著提升。

⚠️ 不作为的风险:不拥抱生成式AI可能导致竞争劣势,正如云技术的发展历程一样,AI可能迅速从新奇事物变为必需品,早期采用者将获得竞争优势。

The breathless publicity surrounding Gen-AI often makes it difficult for CFOs to avoid the conventional approach of obsessing about the costs of Gen-AI adoption or its likely scale of impact in the near-term. However, I believe the time has come for CFOs to break with convention and become advocates for the technology within their organizations, for three reasons:

    The role of the CFO is expanding beyond just financial stewardship to strategic leadershipThe business case for Gen-AI adoption in Finance has improvedNot embracing Gen-AI now could lead to competitive risk, as Gen-AI could very quickly evolve from a novelty to a necessity, much like Cloud did previously

Role of the CFO

The first reason for CFOs to break with their conventional approach to Gen-AI is the inherent expansion of the CFO’s role in an enterprise. In one recent study, 85% of CFOs said they expect to play a more significant role in shaping business strategy. On average, the study found, financial leaders spend more than four hours each day on nontraditional CFO activities—tech decisions, talent management, strategic planning and more.

CEOs are looking to CFOs to not just manage the financial health of an organization, but also to drive innovation and transformation. Gen-AI will undoubtedly play a critical role in the next wave of enterprise transformation – both from a productivity and innovation perspective, and it would be beneficial for CFOs to gain experience early on with the capabilities of this technology, to play their expanded role more effectively.

Business case for Gen-AI adoption

The business case for Gen-AI adoption has improved recently. The dollar cost of pilot projects today is relatively low in relation to the benefits of testing Gen-AI’s potential. This is due to the large number of Finance use cases that Gen-AI is suited for (e.g., automated data management, contract reviews, forecasting and scenario analysis, report creation, risk & compliance management), and a proliferation of recently launched tools that address several of these use cases.

While these tools are still nascent, recent surveys show that CFOs that have adopted Gen-AI tools are already seeing significant, measurable impact. In a recent survey of 375 CFOs across multiple sectors, over three-quarters (76%) said they have “noted significant gains in efficiency and process speed,” and  68% said they have seen “accuracy and error reduction” due to the adoption of Gen-AI tools. Finally, more than a third (36%) said that “generative AI is already adding value and impacting their revenue streams,” and another 40% said that they were “expecting it to do so within a year.”

Risk of inaction

Not embracing Gen-AI now could lead to competitive risk. It’s important to remember that not all hyped technologies disappoint. Consider cloud, another technology that was hyped early on but went on to become a crucial component of enterprise computing. In 2010, enterprise concerns around cloud adoption included cost and security. By 2015, however, the technology was a business staple, “a safe bet.” The pandemic then cemented the adoption of cloud, spurring companies to exceed their adoption schedule by up to seven years. Gen-AI similarly, could very quickly evolve from a novelty to a necessity, and early adopters will enjoy a competitive advantage.

Recent surveys by Gartner highlight the increased competitive risk of inaction. In their survey on Gen-AI adoption in 2023 Gartner found that “other administrative functions such as HR, legal and procurement were twice as likely to be using or scaling AI solutions compared to the finance function.” However, in the same survey conducted in September 2024, “the gap is almost non-existent.” In this poll of 121 finance leaders across industries, Gartner found that “58% of respondents said their teams were using AI, an increase of 21 percentage points from 2023.” Further, Gartner found that “of the 42% of finance functions that aren’t currently using AI, half are planning implementation.”

Next steps

Success factors for any major tech initiative include motivation and methodology. As outlined above, the expanding role of CFOs, the improved business case for Gen-AI adoption in Finance, and the competitive risk of inaction, should serve as sufficient motivation. As for a methodology to help start the organization down a productive gen AI path while also performing their traditional role as fiscal steward, there are several steps CFOs can take now:

Naturally, CFOs must be mindful of their duties to stakeholders—but where generative AI is concerned, an unconventional approach can encourage experimentation and innovation, drive growth, and serve as a bridge for the expanding role of financial leaders.

The post CFOs Should Embrace Gen AI’s Potential and Encourage Innovation, Not Obsess Over Its Cost or Likely Scale of Impact appeared first on Unite.AI.

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生成式AI CFO 战略领导 技术创新 竞争优势
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