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a16z 讨论 AI 原生创业公司优势：从 system of record 到端到端工作
a16z 的 Seema Amble 在访谈中提出，传统软件厂商受限于自身 system of record，无法完成端到端任务，而 AI 原生创业公司的机会在于承接完整工作流，例如客户计费争议需同时触及账单、聊天记录与合同。节目还以 Lio 的多 agent 采购系统为例，讨论从寻源、询价到谈判、物流与发票的流程，以及企业如何逐步信任 agent 承担高影响决策。
AI推荐理由 a16z 播客片段讨论 AI 原生创业公司相对在位者的优势，核心论点是后者受限于 system of record、无法完成端到端工作，并以 Lio 的多 agent 采购流程为例；属于产业观点与落地案例讨论，有具体场景描述，但为访谈观点而非可验证事实，且内容为视频节选转述。
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a16z's Seema Amble on why AI-native startups still beat incumbents: the incumbent owns the system of record, the startup owns the whole job.
"Why do you need an AI-native startup if you've got Claudeforce... You've got all your data, and your employees are used to the product. So why another product?"
"I absolutely still think there's a case for the AI-native startup, and it centers around the fact that the legacy incumbent is limited to their system of record, and they're not completing the end-to-end job."
"Say a customer calls and says they got charged after they cancelled. Resolving that isn't just the customer going into the chat and saying 'Hey, I got overcharged.'"
"The response there has to hit billing, it has to look at all the chat history, it has to look at the contract. That's not one system of record, that's the knowledge around that customer and everything it touched."
"The opportunity for the AI-native startup is to say: we're going to own that entire end-to-end arc. That could be legal, owning everything from brief all the way through trial... It's really the concept of owning the end-to-end work."
@seema_amble