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汇集来自 AIS 期刊、会议及相关出版物的 163 条洞察，多数直接以解答核心问题展开。

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配图：为什么采用相同数字化平台的同类型小型企业，其商业模式的结果却大相径庭？

核心问题

为什么采用相同数字化平台的同类型小型企业，其商业模式的结果却大相径庭？

The impact of digital platform introduction on business models in SMEs—The interplay of efficiency and innovation orientation
Hönigsberg, Li, Korneeva, 等 · Journal of Strategic Information Systems · 2026

Operations & Supply Chain

实践启示
  • CIO / IT 高管 Review the platform's user adoption metrics from the past month, specifically looking at the depth of operational embedding (e.g., number of workflows integrated, data points shared) across different teams, and identify any teams demonstrating shallow engagement.
  • IT 经理 Schedule a brief check-in with the team responsible for platform integration, asking them to identify one specific, recurring operational task that could be further streamlined through deeper platform usage, and outline the steps to achieve this.
  • 商业战略师 Analyze the platform's current capabilities and identify one potential co-branding opportunity with another SME on the platform that leverages existing operational efficiencies but could lead to a novel offering.
  • 研究人员 Begin compiling a list of the specific operational metrics used by the four case study firms to measure 'efficiency-focused platform orientation' and note down any qualitative data collected on 'deep operational embedding'.
  • 政策制定者 Initiate a review of existing SME digital platform adoption support programs, focusing on how they encourage 'deep operational embedding' beyond initial efficiency gains and measure long-term transformative outcomes.
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配图：组织如何将负责任的人工智能原则转化为切实的治理实践？

核心问题

组织如何将负责任的人工智能原则转化为切实的治理实践？

Responsible artificial intelligence governance: A review and research framework
Papagiannidis, Mikalef, Conboy · Journal of Strategic Information Systems · 2025

Operations & Supply Chain

实践启示
  • CIO / IT 高管 Initiate a review of your organization's current AI project lifecycle documentation to identify where the seven core responsible AI principles (accountability, diversity & fairness, human agency & oversight, privacy & data governance, technical robustness & safety, transparency, and social & environmental well-being) are explicitly addressed and where gaps exist, preparing to assign ownership for these areas.
  • IT 经理 Schedule a 30-minute meeting with your team responsible for AI development or deployment to collaboratively identify one specific AI project that could benefit from enhanced procedural practices (e.g., implementing a new risk assessment checklist based on transparency principles) and assign a team member to draft this enhancement.
  • 商业战略师 Dedicate an hour to researching how responsible AI governance (structural, procedural, and relational practices) could directly contribute to your organization's stated business objectives and competitive advantage, identifying at least one concrete opportunity to explore further.
  • 研究人员 Select one of the seven core responsible AI principles that you find most underdeveloped in current practice and spend two hours identifying three specific research questions from the provided framework that directly address operationalizing this principle, preparing to draft a short proposal for investigation.
  • 政策制定者 Dedicate an hour to identifying which of the seven core responsible AI principles your current regulatory framework or internal policies address most weakly, and then draft a one-page summary of potential areas for future policy development or amendment, focusing on bridging the gap between abstract principles and actionable practices.
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配图：结合客户主导的竞争与供应商自发的合作会如何影响多源外包的整体绩效？

核心问题 最新

结合客户主导的竞争与供应商自发的合作会如何影响多源外包的整体绩效？

The complementary and substitutional effects of forced and emergent mechanisms in multisourcing
Lioliou, Krancher, Oshri · Journal of Strategic Information Systems · 2024

Human-Computer Interaction

实践启示
  • CIO / IT 高管 Review your current multi-vendor governance portfolio and issue a directive to halt any mixed-governance pilots that simultaneously enforce aggressive microtendering while attempting to cultivate organic knowledge-sharing norms.
  • IT 经理 Audit your active vendor contracts to ensure you are strictly applying either an aligned economic control set (like microtendering paired with reward interdependence) or a pure relational approach, rather than blending forced competition with social cooperation.
  • 商业战略师 Revise the corporate sourcing strategy playbook to explicitly mandate mutually reinforcing governance mechanisms—avoiding the combination of forced economic incentives with emergent social mechanisms that cause crowding-out effects.
  • 研究人员 Design a follow-up empirical study to investigate the exact temporal tipping points where crowding-out effects manifest when client firms transition from relational norms to forced economic mechanisms in multisourcing.
  • 政策制定者 Draft procurement guideline updates for public-private IT partnerships that warn against mandating social collaboration norms alongside rigid competitive bidding, citing the risk of performance impairment due to motivational crowding-out.
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