TIVP044: Salesforce (CRM): Agentforce or AI-Native? w/ Daniel Mahncke & Shawn O’Malley

以下是内容的中文翻译： 市场叙事通常认为软件公司会被AI颠覆，从而惩罚Salesforce这样的老牌企业。然而，播客指出这种看法忽略了Salesforce在数万家全球大型企业中的深度渗透，以及其在AI代理领域作为先行者的积极作用。主持人将其与Adobe比较，指出Salesforce的股价尽管财务表现强劲，但仍持续受到惩罚，多年来以最低市盈率交易，同时却在自由现金流和利润率方面加大投入。 Salesforce主要是一个客户关系管理（CRM）工具，因其庞大的生态系统而被形容为“加强版CRM”。其核心是数据云（Data Cloud），它统一了所有客户数据。在此基础上，还有销售云（Sales Cloud，管理销售线索和交易）、服务云（Service Cloud，处理客户支持）和营销云（Marketing Cloud，个性化营销活动、交叉销售）。收购Slack（用于通信）、Tableau（用于分析和可视化）和MuleSoft（用于数据集成）等关键举措进一步拓展了其能力，使其成为企业客户的综合解决方案。一个生动的例子是迪士尼，它利用Salesforce连接所有客户接触点，从主题公园应用到呼叫中心，从而为每位访客创建360度全景视图。 该公司最新的产品AgentForce是一套AI代理，旨在自动化Salesforce生态系统中的任务，其作用类似于集成到公司特定工作流程中的高度专业化版ChatGPT。与OpenAI的最新合作进一步巩固了这一战略。尽管首席执行官马克·贝尼奥夫（Mark Benioff）大力宣传AgentForce，称其为革命性产品，但其对营收增长的影响却微乎其微，自推出以来总收入同比增长仅为9%。这导致了市场质疑，特别是与AI原生初创公司的快速增长相比。然而，主持人认为，大型企业在采用新的关键任务工具方面进展缓慢，而且Salesforce生态系统强大的客户粘性意味着客户更可能从现有供应商那里集成AI工具，而不是转向全新的平台。 Salesforce的商业模式稳健，95%的收入来自订阅，提供了可预测和可持续的增长。这种模式由于高转换成本而形成了强大的护城河；对大型企业而言，引入新的CRM供应商可能需要数年时间。尽管Salesforce在中小企业（SMB）市场中输给了一些更简单、更便宜的替代品，如HubSpot，但它在企业市场占据主导地位，市场份额超过20%——比其接下来的四家竞争对手加起来还要多。Salesforce还提高了现有产品的价格，并将AgentForce定价为溢价（每月每用户550美元），押注其通过自动化人工任务为客户带来显著成本节约的能力。 创始人兼首席执行官马克·贝尼奥夫（Mark Benioff）是一个褒贬不一但富有远见的人物。他白手起家建立了Salesforce，以其长远的战略思维而闻名，他声称不理会季度业绩，而是以数十年为单位进行规划。他拥抱AI颠覆，将Salesforce定位为AgentForce领域的领导者。然而，贝尼奥夫因其被认为的信誉问题而受到批评，例如声称通过AI代理实现了大规模内部自动化，但工程师职位招聘仍在继续；以及进行昂贵且稀释股权的收购，如Slack（当时营收不到10亿美元的公司却斥资280亿美元），尽管他此前曾誓言要限制并购活动。他近4000万美元的薪酬方案也引发了股东的担忧。 财务上，Salesforce表现强劲，拥有超过150亿美元现金和低负债。剩余履约义务（RPOs）正在重新加速增长，预示着未来的收入。公司已将自由现金流利润率从20%大幅提高到30%以上。然而，高额的股权激励（占收入的8%）意味着，尽管Salesforce花费数十亿美元进行股票回购，但净股本数量的减少微乎其微。经股权激励调整后的自由现金流收益率约为4%，对于Salesforce这样优质的公司来说，这仍然具有吸引力。 主持人的估值模型，经股权激励调整后，显示其公允价值在230美元左右，接近当前股价。在牛市情景下，假设营收增长温和加速至12%，并采用更高但仍保守的退出倍数，公允价值可达350美元，这意味着18%的内部收益率（IRR）。尽管有这种潜力，但主持人表示犹豫，因为存在与贝尼奥夫领导风格相关的“黄灯信号”、在薪酬和资本配置方面被认为与股东利益不一致，以及需要更多来自Salesforce实际用户和员工的“小道消息”研究。他们总结道，尽管Salesforce具有许多强大的内在价值投资的特征，但仍需要更多信心，并且如果价格接近200美元，将使其“极具吸引力”。

The market narrative often suggests that software companies will be disrupted by AI, punishing established players like Salesforce. However, the podcast argues this perception overlooks Salesforce's deep entrenchment in tens of thousands of large global companies and its proactive role as a first-mover in the AI agents space. Comparing it to Adobe, the hosts note Salesforce's stock is being continually punished despite strong financial performance, trading at its lowest multiple in years while doubling down on free cash flow and margins. Salesforce is primarily a Customer Relationship Management (CRM) tool, described as "CRM on steroids" due to its extensive ecosystem. Its core is the Data Cloud, which unifies all customer data. Building on this are the Sales Cloud (managing leads and deals), Service Cloud (handling customer support), and Marketing Cloud (personalized campaigns, cross-selling). Key acquisitions like Slack (for communication), Tableau (for analytics and visualization), and MuleSoft (for data integration) further expand its capabilities, making it a comprehensive solution for enterprise clients. A vivid example is Disney, which uses Salesforce to connect all customer touchpoints, from theme park apps to call centers, creating a 360-degree view of each guest. The company's newest offering, AgentForce, is a suite of AI agents designed to automate tasks across Salesforce's ecosystem, acting like highly specialized versions of ChatGPT integrated into a company's specific workflows. A recent partnership with OpenAI further solidifies this strategy. While CEO Mark Benioff has heavily hyped AgentForce, calling it a revolutionary product, its impact on top-line growth has been modest, with overall revenue growing at 9% year-over-year since its launch. This has led to market skepticism, especially compared to the rapid growth of AI-native startups. However, the hosts argue that large enterprises are slow to adopt new mission-critical tools, and the immense stickiness of Salesforce's ecosystem means clients are more likely to integrate AI tools from their existing provider rather than switch to entirely new platforms. Salesforce's business model is robust, with 95% of revenue coming from subscriptions, providing predictable and sustainable growth. This model creates strong moats due to high switching costs; onboarding a new CRM provider can take years for large enterprises. While Salesforce has lost some market share in the small and medium-sized business (SMB) segment to simpler, cheaper alternatives like HubSpot, it dominates the enterprise market, holding over 20% market share—larger than its next four competitors combined. Salesforce has also raised prices for existing products and priced AgentForce at a premium ($550/month/user), betting on its ability to generate significant cost savings for clients by automating human tasks. Mark Benioff, the founder and CEO, is a polarizing but visionary figure. He built Salesforce from scratch and is known for his long-term strategic thinking, famously ignoring quarterly results and planning in decades. He embraced AI disruption, positioning Salesforce as a leader with AgentForce. However, Benioff faces criticism for his perceived credibility issues, such as claiming massive internal automation via AI agents while job postings for engineers persist, and for making expensive, dilutive acquisitions like Slack ($28 billion for a company with less than $1 billion in revenue at the time), despite previously vowing to curb M&A activity. His compensation package, at nearly $40 million, also raised shareholder concerns. Financially, Salesforce shows strength with over $15 billion in cash and low debt. Remaining Performance Obligations (RPOs) are re-accelerating, indicating future revenue. The company has significantly improved free cash flow margins from 20% to over 30%. However, high stock-based compensation (8% of revenue) means that while Salesforce spends billions on buybacks, net share count reduction has been minimal. Adjusting free cash flow for stock-based compensation, the free cash flow yield is around 4%, which is still attractive for a company of Salesforce's quality. The hosts' valuation model, adjusted for stock-based compensation, suggests a fair value in the $230s, close to the current stock price. A bull case, assuming a modest re-acceleration of top-line growth to 12% and a higher but still conservative exit multiple, yields a fair value of $350, implying an 18% Internal Rate of Return (IRR). Despite this potential, the hosts express hesitation due to "yellow flags" related to Benioff's leadership style, perceived lack of alignment with shareholders regarding compensation and capital allocation, and the need for more "scuttlebutt" research from actual Salesforce users and employees. They conclude that while Salesforce has many characteristics of a strong intrinsic value investment, more conviction is needed, and a price closer to $200 would make it "really compelling."