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趋势!麦肯锡使用数万AI智能体,PPT锐减!

  • 2026-06-27 00:55:45
趋势!麦肯锡使用数万AI智能体,PPT锐减!

2026年6月10日,《商业内幕》新闻报道,长期以来,完成咨询项目都离不开制作幻灯片,且需要制作海量幻灯片。但当下,在麦肯锡,人工智能已经开始大幅降低咨询师对PowerPoint的依赖程度。

McKinsey全球科技与AI负责人Kate Smaje向《商业内幕》表示,短短数月内,员工开始借助AI工具开展智能协同创作后,PowerPoint的使用量大幅锐减,演示文稿制作数量、软件耗时均显著下降。

除客户汇报演示外,咨询师以往常将PowerPoint用作项目管理工具:项目工作底稿汇总最新调研成果与后续工作计划,每周结束后发送给客户。

一名麦肯锡咨询师打造出全新工作模式:搭建AI赋能网站,作为客户与麦肯锡项目团队的统一项目中枢。

麦肯锡项目总监Louis-Charles Généreux,为其服务北美一家有线电视运营商的现有项目,搭建了这套名为“客户可视化中枢”的网站。该项目共计70名工作人员,需要实时同步项目信息。

Généreux表示,以往他都会依靠幻灯片底稿完成统筹管理,但这套模式存在诸多弊端。文稿发送后,版本管控问题随即出现。团队更新内容、通过邮件转发文件后,多个版本底稿同步流转,导致工作人员参考版本不一、工作认知出现偏差。

同时,翻阅数百页幻灯片检索信息,也并非高效连贯的工作方式。Généreux称:“我早年担任项目总监时经常遇到这个问题,会议上我引用底稿内容,其他同事却并未同步查看对应信息。

这款AI网站完美解决上述痛点,所有最新工作内容统一归集、结构化呈现且支持快速检索。Généreux表示,该工具节约团队大量时间,消除技术团队、项目负责人与高层管理者之间的信息壁垒,“无论专业背景、技能水平如何,所有人看到的信息完全一致。”

搭建该网站时,Généreux选用麦肯锡内部自研自助工具平台Platform McKinsey,调取平台合规部署工具,实现网站安全稳定运维。团队储备了数十份HTML文件,涵盖分析报告、数据图表、表格与文本内容,依托AI工具将素材整合封装,制作成网站交互式页面。

最终网站通过公司合规系统上线,依托Cloudflare(一家全球性的云服务和网络安全公司)完成麦肯锡员工权限绑定,仅项目内部人员可访问。

人工智能同时承担网站运维更新工作,项目进度变动后网站实时同步更新;每周尾声,系统自动生成播客式项目摘要与工作备忘录,供员工快速阅览。

Généreux称,PowerPoint并未彻底淘汰,如今仅作为最终交付成果,用于会议汇报、邮件发送与备忘出具,不再是咨询师日常办公的核心载体。

他表示,核心工作逐步转移至AI工具端:咨询师完成数据分析、开展思路研讨复盘,再按需输出各类格式交付文件。

职场全域AI变革浪潮下,咨询行业身处变革核心。麦肯锡、波士顿咨询、德勤、IBM咨询等头部机构同时开启一边为企业提供AI落地咨询服务,一边依托AI重构内部工作体系的模式。

行业变革引发多重讨论:咨询定价模式、人才招聘、员工培训、价值创造逻辑全面重构,尤其AI智能代理接手大量知识性人力工作后,行业变革进一步加剧。

今年早些时候,McKinsey首席执行官Bob Sternfels透露,公司拥有4万名全职员工、2.5万个AI智能代理。时隔五个月,Kate Smaje向《商业内幕》证实,当前AI智能代理数量已翻数倍,人工智能彻底融入麦肯锡日常工作体系,成为行业运转命脉。

她表示,这场变革并非突发变局,长久以来咨询师的核心价值本就不局限于产出调研报告,AI浪潮来临前,行业就已持续迭代转型。咨询师核心价值在于专业判断、规律研判、定向解决复杂问题,以及协助客户落地执行解决方案。Kate Smaje补充,AI精准厘清了企业服务真实价值创造路径,同时大幅压缩全流程工作周期。

在麦肯锡内部,AI提速前期问题研判流程:以往团队耗时一周调研分析得出首轮初步结论,如今一小时即可完成首轮方案输出。这一变化让咨询师无需耗费数日梳理基础工作,能够深耕拆解问题逻辑树、深挖业务痛点。

Généreux表示,释放出的工作时间,让团队每周开展数次专项研讨、创新攻坚会议,落地以往仅停留在构想层面的创意方案。他称:“我们拥有充足时间与高效工具,快速研判创意方案是否具备落地价值。”

《商业内幕新闻稿》原文如下:

Working on consulting projects has long involved creating slides — lots and lots of slides.

At McKinsey, AI has allowed consultants to pare back their reliance on PowerPoint.

Kate Smaje, McKinsey's Global Leader for technology and AI, told Business Insider that she's seen usage of PowerPoint drop massively within a couple of months as employees have begun vibe-coding with AI tools — both in the number of presentations they're creating and time spent using the program.

Beyond client presentations, consultants often use PowerPoint as a project-management tool: a working deck that serves as a running compendium of recent research and next steps, and is sent to clients at each week's close.

One McKinsey consultant has created a new approach: an AI-assisted website that acts as a central project hub for clients and the McKinsey team.

Louis-Charles Généreux, an engagement manager at McKinsey, built the website, which he calls the "client visualization hub," for his current project with a North American cable company.

The project involves about 70 people who need to stay informed in real time. Previously, Généreux would have managed that through the slide deck approach. But it wasn't without its problems, he said.

Once a deck was sent out, version control issues began. As updates were added and shared in email threads, multiple versions might circulate, leaving people working from different versions of the deck with varying understandings of the work.

Nor was scrolling through hundreds of PowerPoint slides the most cohesive way to find information.

"The traditional issue that I faced a lot, especially as an earlier engagement manager, was me being in a meeting and referring to it, and others having missed that," said Généreux.

The AI website fixes that by making the latest work more searchable, structured, and available in one place.

It has saved the team time and reduced the disconnect between engineering teams, product owners, and senior executives, said Généreux. "Everyone, irrespective of their knowledge or skills, sees the exact same thing."

Creating the website

To create the website, Généreux used Platform McKinsey, the consulting firm's internal self-service store for approved products. He found a deployment product that could host the site securely and keep it live.

The team had a repository of "dozens and dozens" of HTML files, including analysis, visuals, tables, and text that they used AI to help package into interactive web pages for the site.

It was then launched through a firm-approved system using McKinsey credentials on Cloudflare, which allowed access to be limited to those involved in the project.

AI also helps keep the website up to date. As the project evolves, the site is updated in real time, and at the end of the week, the system generates a podcast-style summary and a memo for people to consume.

PowerPoint has not disappeared, said Généreux, but it is now more of a final output — for a presentation, email, or memo — rather than the place consultants sign in for the day to work.

The real work, he said, is increasingly happening in AI tools — where consultants perform analysis, get challenged on their thinking, and then turn the work into whatever format is needed.

AI is the 'lifeblood' of consulting work

The consulting industry is at the center of the AI shift sweeping through workplaces. Leading firms like McKinsey, BCG, Deloitte, and IBM are advising companies on how to adopt AI while using the technology to overhaul their own work.

The shift is creating questions around consulting pricing models, talent, training, and where value is created — particularly as agents take on knowledge work once handled by humans.

Earlier this year, McKinsey's CEO Bob Sternfels said the firm's headcount comprises 40,000 humans and 25,000 AI agents. Five months later, Smaje told Business Insider that the number of agents is already "many multiples of that," and AI is becoming part of the "lifeblood" of how McKinsey works.

The shift isn't entirely new, she said, explaining that consultants' value has been more than simply producing research for a long time, and the profession has been changing since before the AI wave hit. Their value lies in judgment, pattern recognition, conceptual problem-solving, and helping clients act on their answers, she said.

What AI is now doing, Smaje continued, is shining a light on where and how value is really created for clients, and speeding up the whole process.

At McKinsey, AI has accelerated the early problem-solving cycle, turning what used to be a team's "week one answer" — the first hypothesis after a week of research and analysis — into an "hour one answer."

That frees up consultants to spend more time testing deeper parts of the issue tree rather than waiting days to get oriented, Smaje said.

In practice, Généreux said his team was using the added time by holding "dojo sessions or hackathons" a few times a week to explore ideas that back in the day would have been remote hypotheses.

"We now have the time to do that and the tools to very quickly determine whether or not that's worth exploring," he said.

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  1. CONNECT:[ UseTime:0.001012s ] mysql:host=127.0.0.1;port=3306;dbname=h_sjds;charset=utf8mb4
  2. SHOW FULL COLUMNS FROM `fenlei` [ RunTime:0.001881s ]
  3. SELECT * FROM `fenlei` WHERE `fid` = 0 [ RunTime:0.000712s ]
  4. SELECT * FROM `fenlei` WHERE `fid` = 63 [ RunTime:0.000648s ]
  5. SHOW FULL COLUMNS FROM `set` [ RunTime:0.001247s ]
  6. SELECT * FROM `set` [ RunTime:0.000543s ]
  7. SHOW FULL COLUMNS FROM `article` [ RunTime:0.001385s ]
  8. SELECT * FROM `article` WHERE `id` = 532990 LIMIT 1 [ RunTime:0.001144s ]
  9. UPDATE `article` SET `lasttime` = 1782548320 WHERE `id` = 532990 [ RunTime:0.009039s ]
  10. SELECT * FROM `fenlei` WHERE `id` = 64 LIMIT 1 [ RunTime:0.000649s ]
  11. SELECT * FROM `article` WHERE `id` < 532990 ORDER BY `id` DESC LIMIT 1 [ RunTime:0.001141s ]
  12. SELECT * FROM `article` WHERE `id` > 532990 ORDER BY `id` ASC LIMIT 1 [ RunTime:0.000972s ]
  13. SELECT * FROM `article` WHERE `id` < 532990 ORDER BY `id` DESC LIMIT 10 [ RunTime:0.002381s ]
  14. SELECT * FROM `article` WHERE `id` < 532990 ORDER BY `id` DESC LIMIT 10,10 [ RunTime:0.020527s ]
  15. SELECT * FROM `article` WHERE `id` < 532990 ORDER BY `id` DESC LIMIT 20,10 [ RunTime:0.014791s ]
0.201402s