All Content from Business Insider 01月18日
AI is doing 95% of the work on an IPO prospectus, Goldman Sachs CEO says
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高盛CEO大卫·所罗门在思科AI峰会上透露,人工智能正深刻改变投行和研究业务。AI能快速生成IPO文件初稿,大幅提升效率。高盛正利用AI优化工程代码、挖掘数据价值,并构建投行“副驾驶”工具,辅助客户决策。AI还将重塑分析师工作流程,实现自动化报告和模型构建。尽管如此,分析师的角色不会被取代,而是转向更高效的团队协作模式。AI部署的关键在于执行变革管理,克服员工对现有流程的依赖。

🚀 AI加速IPO文件撰写:过去需要数周完成的S-1文件初稿,现在几分钟即可生成95%,大幅提升投行效率。

📊 数据驱动的AI应用:高盛利用过去40年的交易数据,为客户提供更优质的服务,并开发“投资银行副驾驶”工具辅助决策。

🧑‍💻 AI重塑分析师工作:AI可自动化生成公司报告和模型,分析师角色将转变为更高效的协作模式,而非被取代。

⚙️ 变革管理是关键:AI部署的成功依赖于企业执行变革管理的能力,克服员工对现有流程的依赖。

💡 多领域AI应用:高盛在工程编码、数据分析、投行业务等多个领域应用AI,全面提升运营效率和客户服务。

Goldman Sachs' New York headquarters.

One of Wall Street's top bosses just gave a revealing look into how AI is changing the lives of bankers and analysts in its investment bank.

Ten years ago, when Goldman wanted to win the business of a company going public, it would appoint a team of about half a dozen people who over two weeks would draft a prospectus known as an S-1, a significant regulatory document that details the business, financials, and risk factors, among other things. The idea was to show would-be clients all the thought and legwork Goldman bankers had already put in.

"Now you can basically have something that's 95% of the way there in a few minutes," CEO David Solomon said at Cisco's AI Summit on Wednesday. If the 95% is "now a commodity," he said, the remaining 5% matters a lot because it's the margin where Goldman can get an edge.

It's a big deal, as Goldman is one of the top banks that take companies public, along with Morgan Stanley and JPMorgan. It's also just one of the ways Goldman is using AI to reduce grunt work and move more efficiently.

Solomon described a road map for how Goldman Sachs was strategizing around AI. He said that getting engineers to free up capacity by being 30% more productive with coding tasks was "first and most obvious," given that Goldman has 11,000 engineers. Another priority is making better use of Goldman's data, which includes tracking the firm's trades over the past 40 years and making it available to clients.

The third, and perhaps most visible and directly client-facing, is deploying AI in the investment-banking business. Enabling the bank to do more work by giving workers a kind of information superintelligence would boost the already booming firm, which brought in more than $53 billion in 2024.

Beyond using AI to draft IPO prospectuses to court potential clients, Solomon said Goldman was "focused on how we can completely change kind of what you'd call the material preparation" involved in investment banking. That includes preparing bankers for client meetings and getting information to clients to better make investment decisions. He said Goldman was also building an "investment-banking copilot" with the bank's own data. Copilots typically describe AI tools that help workers be more productive by drafting text, analyzing information, and suggesting ideas.

It's not just bankers who can anticipate changes to their daily processes. The Goldman CEO also talked about the potential for AI to shake up analyst workflows in equity research.

He said one of the most significant things analysts and their dedicated teams do is report on companies and feed that information into models, often to gauge a company's trajectory, growth, and risks.

"Obviously that can all be automated now with this technology," Solomon said.

But that doesn't mean those jobs will be replaced with technology. "You really need the analysts, and you need smaller teams, and you need a horizontal engine that basically does all that work for everyone as opposed to individual pods for every single industry," Solomon said.

The success of these AI deployments will rely in part on the execution of change management.

Solomon said that generating efficiencies and cutting down on redundancies in the equity-research example would be "a massive process change."

"It's hard, because people don't want to change their process," Solomon said. "They like their team. They like the fact they have complete control."

Read the original article on Business Insider

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人工智能 高盛 投资银行 效率提升 变革管理
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