AI News 10月09日 17:38
AI投资飙升,但企业客户价值尚未显现
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一项新报告显示,尽管英国企业大幅增加AI投资,但八成九的企业尚未从中获得客户价值。AI与安全成为企业未来18个月的IT首要任务,然而高昂的实施成本、数据隐私安全以及系统集成难题是AI落地的主要障碍。值得注意的是,“影子AI”现象普遍,员工未经授权使用AI工具。为应对挑战,企业正日益依赖开源软件,认为其对AI战略至关重要。Agentic AI是当前AI领域优先事项,但人才短缺尤为突出。尽管如此,多数企业看好英国在全球AI领域的地位,但人才、资金和行业参与度不足是制约因素。企业正寻求加强运营控制、保障软件供应链安全和保持供应商选择的灵活性,开源被视为实现这些目标的关键。

📈 **AI投资与价值脱节:** 尽管89%的企业尚未从AI项目中实现客户价值,但预计到2026年AI投资将增长32%。这表明企业在AI领域的雄心与实际产出之间存在差距,需要更有效的策略将实验性AI转化为可持续的生产力。

🚧 **AI落地面临多重挑战:** 企业在AI集成过程中面临诸多阻碍,其中实施和维护的高成本(34%)是最大担忧,其次是数据隐私与安全(30%)以及与现有系统的集成(28%)。此外,83%的企业存在“影子AI”,即员工未经授权使用AI工具,增加了潜在的风险和效率问题。

💡 **开源软件成为AI战略基石:** 面对AI落地困境,84%的英国企业认为企业级开源软件对其AI战略至关重要。开源被视为促进更大程度协作、分享最佳实践和提供灵活性的关键,有望成为实现AI价值和可重用性的基础。

🧠 **Agentic AI与人才短缺并存:** Agentic AI(高度自主运行的系统)是企业当前的首要AI关注点(68%),但AI领域的人才短缺问题依然严峻,尤其是在Agentic AI、AI能力高效利用以及面向更广泛业务的AI教育方面。

🇬🇧 **英国AI潜力与现实的博弈:** 83%的受访者认为英国已是或将成为全球AI强国,但人才短缺、公共资金不足和私营部门参与度不够是其发展的制约因素。企业寻求提升运营控制力、保障软件供应链安全及保持供应商选择的灵活性,以应对复杂的技术环境。

A new report from Red Hat finds that 89 percent of businesses are yet to see any customer value from their AI endeavours. However, organisations anticipate a 32 percent increase in AI investment by 2026.

The survey finds that AI and security are the joint top IT priorities for UK organisations over the next 18 months, with 62 percent of respondents citing them as necessary. These are followed by hybrid or multi-cloud strategies and virtualisation, showing a clear direction in the technological focus of British businesses.

However, the path to AI integration isn’t straightforward. The vast majority of organisations are facing barriers to adoption, with the high costs of implementation and maintenance being the biggest concern for 34 percent of respondents. Data privacy and security issues are a close second, troubling 30 percent, while 28 percent are struggling with the integration of AI into their existing systems.

A particularly interesting finding is the prevalence of “shadow AI,” with 83 percent of organisations reporting the unauthorised use of AI tools by employees. This suggests a disconnect between official IT strategy and the day-to-day practices of the workforce, potentially introducing security risks and inefficiencies.

In an effort to navigate these challenges, UK organisations are increasingly turning to open source software. The survey reveals that 84 percent of respondents consider enterprise open source important for their AI strategy, with similarly high figures for virtualisation, hybrid and multi-cloud, and security.

Joanna Hodgson, UK Country Manager at Red Hat, said: “This year’s UK survey results show the gap between ambition and reality. Organisations are investing substantially in AI but currently only a few are delivering customer value. In the journey from experimentation to sustainable production, enterprise knowledge and integration with enterprise systems must pave the road to achieving value from AI.

“Openness is a force for greater collaboration, sharing best practice and enabling flexibility. As is the case with successful hybrid cloud investments, open-source will continue to be the bedrock for making AI more consumable and reusable.”

The survey also explored the specific areas of AI that are being prioritised. Agentic AI, which involves systems that can operate with a high degree of autonomy, is the top priority for 68 percent of respondents. This is followed by the desire to enable broad employee adoption and to operationalise AI.

The skills gap remains a persistent challenge, with AI being the most urgent area of concern for the second consecutive year. Within the field of AI, the talent shortage is most acute in agentic AI, the ability to efficiently use AI capabilities, and educating the wider business on how to use AI.

Despite these domestic challenges, there is a strong sense of optimism about the UK’s position on the global AI stage. 83 percent of respondents believe the UK is either already a global AI powerhouse or has the potential to become one within the next three years. However, this confidence is tempered by a lack of talent pipeline, limited public funding, and insufficient private sector engagement, which are seen as the main factors holding the UK back from extracting value from AI.

The report also touches on the complexities of cloud adoption, which is further complicated by the integration of AI workloads. Internal silos, sovereignty concerns, and unclear return on investment continue to be barriers. In response, UK organisations are prioritising operational control and autonomy, securing the software supply chain, and maintaining flexibility in their choice of IT suppliers.

Hans Roth, SVP and GM for EMEA at Red Hat, commented: “Organisations want greater operational control and IT resiliency to adapt in a world of constant disruption. The survey results, as well as our daily conversations, show sovereignty prominently on the agenda for enterprise’s ongoing cloud strategies and the budding AI opportunity.

“Open-source is central to this shift as it provides businesses with the transparency and flexibility to innovate rapidly without compromise.”

The findings from Red Hat’s latest survey show the UK is ready to tap the value potential of AI, but is also struggling with the practicalities of implementation, skills shortages, and the complexities of the technological environment. The strong emphasis on open-source suggests a pragmatic approach, supporting collaboration and flexibility in the pursuit of AI-driven innovation.

See also: Samsung’s tiny AI model beats giant reasoning LLMs

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AI投资 客户价值 企业AI AI挑战 开源软件 Agentic AI 人才短缺 英国AI Red Hat报告 AI investment customer value enterprise AI AI challenges open source Agentic AI talent shortage UK AI Red Hat report
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