a16z合伙人分享垂直AI创业机会，告诉你如何找到适合垂直AI的市场特征和竞争优势。
a16z合伙人Seema Amble指出垂直AI创业公司仍有发展机会。她建议寻找四个关键市场特征：工作重复性足够高以供学习、判断很重要且需要理解细微差别、专家能快速评估输出并指出改进方向、可以从单一任务开始逐步扩展到整个工作流程。这些因素可以形成强大的学习循环，这是垂直AI优势的关键部分。
There's still whitespace for vertical AI startups. If you’re building vertical AI, look for four th...
There's still whitespace for vertical AI startups. If you’re building vertical AI, look for four things in a market: - The work repeats often enough to learn from - Judgment matters, so there’s nuance to learn - An expert can quickly evaluate the output and explain what to improve - You can start with one task and grow into owning more of the job Together, these can create a strong learning loop. That’s a key part of the vertical AI advantage. Focus can earn deeper access, more job-specific data and context, and a better understanding over time of what good work looks like. Incumbents may own the record. Labs may own the front door. Vertical AI can still own the job. a16z’s @seema_amble on where vertical AI can still win: a16z.news/p/the-incumben… Seema Amble @seema_amble In the midst of the Claudeforce announcement and the debate around systems of record, focused AI native startups can win by leaning into their data asset, depth, learning loops, and ability to work across systems and parties x.com/i/article/2095… 🔗 View Quoted Tweet 💬 1 🔄 0 ❤️ 6 👀 2693 📊 1 ⚡