TechCrunch News 2024年12月05日
LLMs may have a killer enterprise app: ‘digital labor’ — at least if Salesforce AgentForce is any indicator
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Salesforce CEO Marc Benioff大力推崇AI代理,并推出AgentForce平台,旨在帮助企业构建AI驱动的销售和客服团队。该平台在推出后迅速获得市场认可,第三季度已达成超过200笔交易,未来发展潜力巨大。Salesforce预计未来一年将有10亿个AI代理部署,并认为AI代理将成为企业无限扩展劳动力的关键。然而,AI代理技术仍面临“幻觉”等挑战,Salesforce通过利用海量企业数据进行训练来解决此问题。此外,Salesforce也计划招聘1400名销售人员,利用AI辅助销售,表明企业在拥抱AI的同时,仍需人力来推动发展。

🤔 **Salesforce推出AgentForce平台,助力企业构建AI驱动的销售和客服团队:**AgentForce平台于10月24日推出,第三季度已达成超过200笔交易,包括FedEx、Adecco、Accenture等知名企业。Salesforce预计未来一年将有10亿个AI代理部署,为企业提供无限扩展的劳动力。

💼 **Salesforce计划招聘1400名销售人员,利用AI辅助销售:**Salesforce认为AI代理将成为企业的重要合作伙伴,但同时也需要人力来推动发展。Salesforce将利用AI销售开发代表(SDR)来增强每位销售人员的能力,帮助他们更高效地完成工作。

📈 **Salesforce预计AI产品将推动公司收入增长:**Salesforce预计2024财年收入将达到378亿至380亿美元,同比增长8%至9%,这主要得益于AI产品的强劲表现。

💡 **AI代理技术仍需解决“幻觉”等挑战:**AI代理技术基于大型语言模型(LLM),其核心是模仿人类的创造力,因此存在“幻觉”问题。Salesforce通过利用海量企业数据进行训练,降低了AgentForce的“幻觉”风险。

🚀 **AI代理成为企业AI投资的新方向:**2023年,许多企业都在探索如何应用AI,而现在,AI代理在销售和客服领域逐渐成为企业AI投资的新方向。Salesforce等拥有客户数据的企业在这一领域具有优势。

If Don Draper from “Mad Men” Don Draper was quintessentially, at his deepest self, an ad man, then Salesforce CEO Marc Benioff is likewise a sales guy. Lately he’s been selling – or more like singing the gospel – about AI agents and Salesforce’s recently released agent-maker platform, AgentForce.

It’s true that Benioff famously gets hyped about all of Salesforce’s latest offerings, but on Tuesday, as part of the company’s latest quarterly results, he also released numbers to back up why he’s so excited. Benioff said that Salesforce closed 200 deals for AgentForce in just one quarter and that it plans to hire 1,400 salespeople to help it close the many more deals it is working on.

AgentForce “just became available on October 24th, and we’re already seeing this incredible velocity, more than 200 Agentforce deals just in Q3,” Benioff told analysts on the quarterly conference call. “The pipeline is in the thousands for potential transactions that are coming up in future quarters.” He named FedEx, Adecco, Accenture, ACE Hardware, IBM, and RBC Wealth Management, as AgentForce customers. 

The company said it now expects to bring in more revenue for its fiscal year than it previously projected, too, $37.8 to $38 billion, which will be up 8% to 9% over its previous year, largely on the strength of its AI products.

Benioff recently told Techcrunch that he expects Salesforce customers to deploy one billion AI agents within the next year and that AI agents will allow companies to have an unlimited workforce.

“These agents are not tools. They are becoming collaborators. They’re working 24/7 to analyze data, make decisions, take action,” he said on the conference call. “Salesforce has become, right out of the gate here, the largest supplier of digital labor, and this is just the beginning.”

How much of this vision turns into reality we’ll have to wait and see. LLM-based tech is still working to solve its hallucination problem – an issue baked into a technology that is quintessentially at its core about imitating creativity. Benioff said on the call that because AgentForce can train on the up to 300 petabytes of actual company data Salesforce manages, “you’re going to see remarkably low hallucinogenic performance.”

Other startups are working on other LLM issues necessary to turn AI agents into actual digital collaborators, like memory and state.

But as we finish the year of AI, it’s becoming clear that enterprises have found a direction for their AI investments. After spending much of 2023 throwing around experimental budgets to answer the board-level question “what are we doing with AI?” the answer is apparently: AI agents for sales and customer service.

It is interesting, and not without irony, that Salesforce will be hiring humans to help them sell this tech. Maybe that means that AI will create jobs, not just replace them. Maybe it means that even a company touting the rise of the digital workforce isn’t ready to turn over the reins entirely to software just yet. But it will also be equipping its sales humans with AI sales development representatives.

As Salesforce COO Brian Millham explained on the call, “To capture this increased demand for Agentforce, we’re hiring 1,400 AEs globally in our fourth quarter and we’re also using new sales SDR agent and sales coaching agent to augment every seller.”

Salesforce isn’t alone in chasing this killer enterprise AI app. Startups offering SDR technology have boomed in 2024, attracting lots of VC investment and a lot of initial revenue – the object of many an exploratory enterprise AI budget. But it’s an area where the incumbents that hold the customer data to train the bots have the advantage like Salesforce, HubSpot and ZoomInfo. Ditto for customer service bots.

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