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Rewired

Rewired

The McKinsey Guide to Outcompeting in the Age of Digital and AI
作者 Eric Lamarre 2023 400 页数
3.95
100+ 评分
8 分钟

重点摘要

1. 数字化转型是一个持续的旅程,而非一次性事件

商业领袖将在其职业生涯中不断地进行数字化转型。

持续演变: 数字化转型不是一个有限的项目,而是一个不断适应快速变化的技术和市场条件的过程。它要求组织不断发展其能力、流程和文化,以在数字时代保持竞争力。

基本现实: 两个关键因素驱动了数字化转型的持续性:

  1. 持续的技术变革:新技术、架构范式和软件开发方法定期出现。
  2. 实施的复杂性:转变组织的核心运营和文化是具有挑战性且耗时的。

价值创造: 成功的数字化转型可以带来显著的财务回报。例如:

  • 银行业的数字领导者的股东总回报年增长率为8.2%,而落后者为4.9%。
  • 顶尖公司通过数字实践实现了显著改进,其中70%使用高级分析获取专有见解。

2. 制定业务主导的路线图以指导数字化转型

创建转型路线图是成功进行数字和人工智能转型的蓝图。

战略对齐: 精心设计的路线图确保数字化举措与业务目标对齐,并具有明确的价值主张。它有助于优先安排工作、有效分配资源,并专注于高影响力领域。

关键组成部分: 有效的数字化转型路线图应包括:

  • 清晰的愿景和目标
  • 优先转型的业务领域
  • 具体的数字解决方案和用例
  • 所需的能力和资源
  • 实施时间表和里程碑
  • 预期结果和成功指标

高层承诺: 路线图作为领导层之间的契约,要求承诺:

  • 投资于基础企业能力
  • 分配必要的资源(财务和人力)
  • 推动跨职能协作
  • 定期衡量和跟踪进展

3. 通过战略招聘和技能提升建立数字人才库

你不能通过外包来实现数字卓越。

内部专业知识: 建立强大的内部数字人才库对于发展竞争力的数字能力至关重要。这需要战略招聘、提升现有员工技能以及创造一个数字人才能够茁壮成长的环境。

人才战略:

  • 确定核心数字角色和所需技能
  • 为数字人才制定有吸引力的员工价值主张
  • 为管理和技术路径创建灵活的职业发展路径
  • 实施持续学习计划以保持技能的最新

人才获取和保留:

  • 建立专门的人才赢取室以推动数字人才计划
  • 简化招聘流程以竞争顶尖人才
  • 提供有竞争力的薪酬和福利套餐
  • 培养创新和持续学习的文化

4. 采用敏捷运营模式以提高速度和灵活性

从做敏捷到成为敏捷。

组织敏捷性: 实施敏捷运营模式不仅仅是采用特定的方法论。它需要在工作组织、决策方式和价值交付方式上进行根本性转变。

敏捷转型的关键要素:

  1. 具有端到端责任的跨职能团队(小组)
  2. 迭代开发和持续改进
  3. 团队层级的授权决策
  4. 专注于快速交付客户价值

扩展敏捷:

  • 数字工厂模式:适用于刚开始敏捷旅程的组织
  • 产品和平台模式:适用于更成熟的数字组织
  • 企业级敏捷:适用于寻求转变整个运营模式的公司

5. 实施解耦的技术架构以实现大规模创新

需要分布式和解耦的架构来使团队能够组装模块化和可重用的组件。

架构原则: 现代技术架构应支持灵活性、稳定性和速度,以在整个组织中实现快速创新。

关键架构转变:

  1. 从点对点到解耦:使用API实现灵活集成
  2. 从手动到自动化:实施基础设施即代码和自动化交付管道
  3. 从固定到演变:采用模块化、最佳组件
  4. 从批处理到实时:利用实时数据处理能力

云采用: 根据业务价值和可行性仔细考虑哪些工作负载迁移到云。实施坚实的云基础,包括:

  • 基础云能力
  • 隔离区
  • 应用模式
  • 成本优化的FinOps能力

6. 将数据嵌入到各处以实现数据驱动的决策

数据产品是实现规模化的秘密武器。

数据作为战略资产: 将数据视为产品并将其嵌入整个组织,可以实现更快、更明智的决策,并解锁新的价值来源。

关键数据能力:

  1. 数据战略:识别和优先考虑高价值数据领域
  2. 数据产品:创建可重用的高质量数据资产
  3. 数据架构:实施现代数据平台(如数据湖仓)
  4. 数据治理:建立明确的所有权和质量标准

数据驱动文化: 培养一种在组织各级使用数据来做决策的文化,通过:

  • 数据素养计划
  • 轻松访问相关数据和分析工具
  • 对数据驱动决策的认可和奖励

7. 推动采用和扩展以实现数字解决方案的全部价值

捕捉价值需要超越满足用户需求,改变底层业务模式。

采用重点: 成功的数字化转型需要在推动采用和扩展方面投入与开发解决方案同样多的努力。

关键采用策略:

  1. 以用户为中心的设计:创建解决实际用户需求和痛点的解决方案
  2. 变更管理:实施有针对性的干预措施以推动行为改变
  3. 业务模式适应:识别并解决成功所需的更广泛的组织变革

扩展方法:

  • 设计可重用且易于适应的解决方案
  • 开发结构化的复制方法(资产化)
  • 选择适当的扩展原型(线性波、指数波或大爆炸)
  • 投资于支持快速扩展的能力

8. 管理数字风险并建立信任以确保长期成功

数字信任意味着对组织保护消费者数据、实施有效的网络安全、提供可信赖的AI驱动产品和服务以及在AI和数据使用方面提供透明度的信心。

数字信任的必要性: 随着组织变得更加数字化和数据驱动,管理风险并与客户、员工和监管机构建立信任对于长期成功至关重要。

关键数字信任能力:

  1. 风险分级:识别和优先考虑数字风险
  2. 政策制定:建立全面的数字信任政策
  3. 操作化:将控制措施嵌入开发过程并尽可能自动化
  4. 意识和培训:在整个组织中建立数字责任文化

持续改进: 定期评估和更新数字信任实践,以应对不断变化的风险和利益相关者的期望。主动与关键利益相关者沟通努力,以建立透明度和信心。

最后更新日期:

FAQ

What's Rewired: The McKinsey Guide to Outcompeting in the Age of Digital and AI about?

  • Digital Transformation Focus: The book is a comprehensive guide on leveraging digital technologies and AI to gain a competitive edge. It emphasizes integrating technology into business processes and culture.
  • Structured Framework: It outlines a framework combining talent management, technology adoption, and new operating models to create a cohesive digital transformation strategy.
  • Real-World Case Studies: The authors use case studies from various industries to illustrate successful transformations, providing practical insights into implementing digital strategies.

Why should I read Rewired: The McKinsey Guide to Outcompeting in the Age of Digital and AI?

  • Essential for Leaders: It's a must-read for executives responsible for driving digital change, equipping them with the knowledge and tools for successful transformations.
  • Comprehensive Framework: The book offers a detailed roadmap covering all aspects of digital transformation, making it a valuable reference for anyone involved in the process.
  • Timely Insights: As digital and AI technologies evolve, the insights provided are both timely and timeless, addressing current challenges and future trends.

What are the key takeaways of Rewired: The McKinsey Guide to Outcompeting in the Age of Digital and AI?

  • Continuous Transformation: Digital transformation is an ongoing journey, requiring organizations to adapt continuously to new technologies and market demands.
  • Importance of Talent: Having the right talent is crucial for successful digital transformation, with a focus on building a strong internal bench of digital experts.
  • Integrated Capabilities: Organizations need to develop integrated capabilities across technology, data, and talent to achieve business objectives.

What specific methods does Rewired recommend for digital transformation?

  • Agile Pods: The book advocates for cross-functional teams empowered to deliver digital solutions, focusing on mission-based outcomes.
  • OKRs Framework: It introduces the Objectives and Key Results framework to align teams on goals and track progress, ensuring efforts deliver customer value.
  • Decoupled Architecture: Adopting a decoupled architecture allows for flexibility and scalability in application development, enabling faster innovation.

How does Rewired define digital and AI transformation?

  • Ongoing Process: It's defined as the continuous development of capabilities that enhance customer experience and reduce costs, not a one-time project.
  • Focus on Value Creation: The transformation aims to create sustainable competitive advantages by leveraging technology and data.
  • Leadership Involvement: Active involvement from top leadership is required to align vision and strategy, fostering a culture of change and innovation.

What are the best quotes from Rewired and what do they mean?

  • “Digital transformation is a journey...”: Emphasizes that transformation is an ongoing process requiring constant adaptation.
  • “You can’t outsource your way...”: Highlights the importance of building internal capabilities rather than relying solely on external vendors.
  • “Every executive will be working...”: Reflects the necessity for leaders to embrace technology as a core component of their strategy.

What challenges do organizations face during digital transformation according to Rewired?

  • Misalignment Among Leadership: A lack of shared understanding among executives can lead to fragmented efforts and ineffective execution.
  • Resource Allocation: Companies often struggle with appropriately scoping their transformation efforts, hindering progress and diluting impact.
  • Cultural Resistance: Resistance to change within the organization can impede transformation efforts, requiring active change management.

How does Rewired suggest organizations build their talent bench?

  • Strategic Talent Planning: Conduct a thorough assessment of existing talent and identify skill gaps needed for digital transformation.
  • Hiring and Retention: Focus on developing a compelling employee value proposition to attract and retain top digital talent.
  • Fostering a Learning Environment: Invest in tailored training programs and create pathways for career advancement to keep digital talent engaged.

What role does technology play in the strategies outlined in Rewired?

  • Foundation for Innovation: Technology is a critical enabler of digital transformation, providing tools and infrastructure for agile development.
  • Decoupled Architecture: Emphasizes the importance of flexibility and scalability in application development to support rapid deployment.
  • Automation and Efficiency: Advocates for automating processes to enhance efficiency and reduce manual errors, accelerating time to market.

How can organizations ensure successful adoption of digital solutions as per Rewired?

  • User-Centric Design: Design solutions with the end user in mind, engaging them early to ensure solutions meet their needs.
  • Change Management: Develop comprehensive strategies addressing technical, process, and human aspects of transformation to drive adoption.
  • Tracking and Measuring Impact: Establish metrics to track success and impact on business outcomes, allowing for continuous improvement.

What is the digital roadmap mentioned in Rewired?

  • Strategic Blueprint: It serves as a strategic plan outlining steps to achieve digital transformation goals, including timelines and key milestones.
  • Alignment with Business Goals: Ensures digital initiatives align with overall business strategy, prioritizing projects that deliver the most value.
  • Continuous Review and Adaptation: The roadmap should be regularly reviewed and updated based on progress and market conditions.

How does Rewired define digital trust?

  • Confidence in Data Protection: Refers to consumer confidence in an organization’s ability to protect data and ensure privacy.
  • Transparency and Accountability: Requires organizations to be transparent about data use and AI technologies, communicating data handling practices.
  • Proactive Risk Management: Emphasizes identifying and mitigating risks associated with digital and AI initiatives, maintaining customer trust.

评论

3.95 满分 5
平均评分来自 100+ 来自Goodreads和亚马逊的评分.

《重塑》获得了褒贬不一的评价,平均评分为3.96分(满分5分)。一些读者称赞其作为数字化转型的全面指南,为企业领导者提供了宝贵的见解。另一些人则批评它过于技术化,缺乏具体的例子,充满了模糊的陈词滥调。正面评价强调了书中的战略路线图和可操作的建议,而批评者则认为它内容肤浅且过于规定性。该书被认为对那些希望实施数字和人工智能战略的大型组织中的高层管理人员和高管最有用。

Your rating:

关于作者

埃里克·拉马尔、凯特·斯梅杰和罗德尼·泽梅尔是《重塑:麦肯锡数字与人工智能时代的竞争指南》的作者。他们是麦肯锡公司的顾问,麦肯锡是一家全球管理咨询公司。作者利用麦肯锡广泛的研究和专业知识,为企业提供关于数字化转型和人工智能实施的战略见解。他们的工作重点是帮助组织适应技术变革,建立数字能力,并在数字时代保持竞争优势。作者在咨询领域的背景为他们的方法提供了支持,向企业领导者提供实用的建议和框架,以应对数字化转型的复杂性。

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