Fortune | FORTUNE 2024年10月10日
Irish-founded unicorn Intercom is ditching ChatGPT for Anthropic’s Claude to handle customer service chats
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Intercom放弃ChatGPT,选择与Anthropic合作,以在AI驱动的客户服务领域实现增长。大语言模型虽提升了客户服务,但也存在问题。Intercom在集成生成式AI后取得一定成果,如处理支持量翻倍等。其投资包括与Anthropic合作,Fin 2使用Claude后效果良好。Anthropic注重安全与透明,双方合作受到肯定。

🧐Intercom专注客户服务解决方案,认为客服工作重复会影响员工士气,借助大语言模型提升服务,但面临客户查询的模糊性等挑战。

🎉Intercom将生成式AI融入客户服务查询后,处理支持量翻倍且员工规模不变,还投资AI能力并扩大机器学习部门,与Anthropic的Claude合作打造Fin 2客服机器人。

🌟Anthopic的CEO离开OpenAI创立公司,倡导“宪法AI”,其模型注重安全和透明度。Fin 2切换到Claude后,在Intercom用户中实现了高分辨率和准确率。

🤝Intercom与Anthropic的合作基于实验和评估,双方对合作成果表示满意,认为这种合作推动了AI在客户服务中的应用。

Irish-founded tech group Intercom has parted ways with ChatGPT and opted to partner with OpenAI’s competitor Anthropic to spearhead its growth in the AI-powered customer service space.Intercom runs customer service solutions, which have been supercharged by the onset of large language models. Since the advent of high-skilled LLMs, companies like Intercom have argued that customer service work is repetitive and will inevitably sap an employee’s morale. Developing automated solutions to combat this, however, is tricky, given the vagueness or ambiguity of customer queries. Then there’s the question of accuracy, groundedness, and ensuring that an AI-powered chatbot is actually answering the questions posed by its human subjects.Despite these challenges, Intercom is seeing early signs of success.Des Traynor, Intercom’s co-founder and chief strategy officer, told Fortune his company has been able to double the amount of support volume it handles while keeping its staff size the same since integrating generative AI into customer service queries. Intercom CEO Eoghan McCabe announced in May that the company was pumping an extra $100 million of investment into AI capabilities and adding 75 new jobs, with a focus on expanding its machine learning division.Part of that investment involves partnering with Anthropic’s Claude to power its AI-powered Fin 2 customer service bot rather than OpenAI’s Chat GPT, which powered the original Fin.The diversion away from its use of ChatGPT isn’t down to a specific problem, Traynor says, but comes from the result of what he calls a “Torture Test,” which Anthropic’s Claude passed with flying colors.Fin 2 has been able to achieve an average resolution rate of 51% with an answer accuracy of 99.9% among its thousands of Intercom users by switching its AI engine to Claude.“It’s not like there’s a gotcha example that one LLM doesn’t perform on and Anthropic does,” Traynor told Fortune.“We look at millions of answers, who had the highest percentage resolution? And that was the reason why we partnered with Claude.”Anthopic’s CEO quit OpenAI to set up the company in 2021 in the hope of building a more trusted model that had a focus on safety. The group championed the use of “constitutional AI,” with its bots following a set of principles to allow for more transparency.Mike Krieger, the co-founder of Instagram and the chief product officer at Anthropic, described the Intercom link-up to Fortune as his “favorite kind of partnership” because it’s based on “experimentation and evaluation.”Anthropic applied these values to Intercom’s chat function.“Does it have a sort of a humanistic view of how it talks to people? Is it reasoning about things in a complex way, in a way that is going to be able to solve their problems? Does it not hallucinate?”. Anthropic has also deployed Fin 2 in its channels, in what Intercom’s Traynor was wary of describing as a “love-in” between the companies. Still, Anthropic’s Krieger hailed the fact his company reached zero ticket queries through its use of the tech.“The team was relieved, excited, and just very impressed with what we’ve seen already,” he says.Customer service has been one of the early winners of the generative AI revolution, with companies in customer-facing sectors hailing the enhanced speed and productivity of dealing with queries with the help of LLMs.Swedish Buy Now, Pay Later giant Klarna has said that its AI chatbot, powered by OpenAI, is doing the work of 700 customer service agents. Klarna CEO Sebastian Siemiatkowski intends to trim his workforce in the coming years as a result of the company’s use of AI.Traynor says there are “different-shaped people” joining his company since introducing the original Fin, including the hiring of “conversation experts” to control the flow of customer service interactions.“We’re hiring a lot of PhDs who’ve never shipped product. Experimentation is now like a first-class citizen in our culture,” said Traynor.Recommended newsletter Data Sheet: Stay on top of the business of tech with thoughtful analysis on the industry's biggest names. Sign up here.

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