LeadDev 10月09日 19:44
AI落地挑战:多数企业准备不足,高就绪企业有何不同
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一项对1038位高科技领导者的调研显示,尽管AI已成为战略重点,但多数企业在实际落地层面准备不足。77%的公司处于“低”或“非常低”的就绪状态,尤其风险投资支持和科技公司表现更差。报告指出,许多公司缺乏将AI试点项目规模化所需的组织和高管支持。高就绪企业则通过设立AI相关高管职位、任命首席AI官、以及加强招聘和团队发展策略来应对挑战,从而能从实验阶段转向企业级应用。早期AI采用者也表现出整合产品、数据和工程团队,以及有明确AI愿景的特点,但仍面临领导力方面的挑战。

📊 **AI落地现状严峻:** 多数企业在AI战略执行层面准备不足,77%的公司处于低或非常低的就绪状态,其中风险投资支持和科技公司尤为突出。这表明企业在将AI从概念转化为实际应用方面面临巨大挑战。

🚀 **高就绪企业差异化策略:** 成功企业通过设立AI专属高管职位(如首席AI官)、加强招聘和团队发展,以及在领导层面深度整合AI,有效提升了执行能力,能够从局部实验走向大规模应用。

💡 **早期采纳者经验与挑战:** 尽管38%的组织是早期AI采用者,积极部署AI技术,但仍有55%认为在领导力方面不足以支撑AI的规模化。这提示即使是先行者也需持续优化组织结构和人才储备。

💼 **组织重塑与人才需求:** 多数公司认识到AI带来的组织变革需求,但仅少数积极创建专用AI岗位。目前,更多是通过现有高管兼任AI职责,这可能限制了AI战略的深度推进。

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Estimated reading time: 2 minutes

There’s a big difference between AI being a strategic priority and an achievable reality for plenty of technology leaders.

As AI has shot to the top of many strategic priority lists, the path to executing on that strategy is less clear for the majority of engineering leaders. 

That’s according to Riviera Partners’ Future of Tech Leadership Survey Report 2025, which surveyed 1,038 senior technology leaders, predominantly from the United States.

Ready or not, here AI comes

Riviera Partners’ designed an Organizational Design Readiness Index, which factors in C-level ownership of AI, board engagement, cross-functional collaboration, and hiring behavior. Using this, it found:

    Only 2% of all companies achieved “high readiness”
    77% fall into “low” or “very low” readiness tiers
    Venture-backed and privately held companies are particularly underprepared, with 42% and 49%, respectively, in the very low category
    Tech companies stand out as the least prepared, with 38% in the very low readiness tier. By contrast, gaming, industrial, and manufacturing companies are more likely to fall in the moderate readiness tier.

The report theorizes that while many companies are experimenting with AI, plenty lack the executive and organizational scaffolding to scale these efforts effectively beyond pilots or pockets of innovation within certain departments or user groups.

Specifically, 42% say their leadership team lacks change management or execution discipline, while 35% cite limited strategic agility or AI fluency as key risks.

What high-readiness companies are doing differently

Organizations that score highest on the Readiness Index take deliberate steps to embed AI at the leadership level. They are:

    3x more likely to create AI-specific executive roles (64% vs. 21%)
    Far more likely to have a chief AI officer (72% vs. 21%)
    Implement more hiring and team development strategies to better prepare for AI (2.5 vs. 1.2 on average)

These actions allow high-readiness companies to move from experimentation to enterprise-scale execution – a gap tech companies are still struggling to close.

Identifying front runners

The report found that 38% of organizations were identified as early AI adopters, actively deploying copilots, building AI-native platforms, and embedding AI into workflows. Early adopters tend to:

    Unify product, data, and engineering under one leadership
    Have strong executive sponsorship
    Maintain a clearly defined AI vision
    Integrate AI goals into organization-level strategy

Even among these front-runners, readiness is not guaranteed. Only 55% feel they have the right leadership in place to scale AI efforts. 

New talent, new roles

While most companies acknowledge the need to redefine executive roles in light of AI, few have mapped a clear path forward.

The report shows that 62% of organizations are assigning AI or data-related responsibilities to existing executives, but only 39% have introduced dedicated AI-focused roles.

Among those evolving their org charts, new titles are emerging, such as chief AI officer (21%) and chief product and technology officer (CPTO, 14%).

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AI 人工智能 技术领导力 企业准备度 AI战略 AI implementation tech leadership organizational readiness AI strategy
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