Your Trusted Partner in the Agentic Economy你在智能体经济中值得信赖的伙伴

You shouldn't have to keep up你本来就不该被逼着跟上

Every week brings a new model, a new protocol, a new acronym. Even people inside the industry can't track all of it. Most businesses respond by doing nothing, or by buying something expensive they don't understand.每周都有新模型、新协议、新名词。连行业内的人都追不全。大多数企业的反应要么是什么都不做，要么是买下一个自己根本没搞懂的昂贵方案。

There's a third option: work with someone whose actual job is keeping up.还有第三条路：找一个把「跟上」当作本职工作的人。

Two things, done well两件事，做扎实

Research.研究。 We follow agentic AIagentic AI and Web3 closely — and skeptically. We read the papers, run the models, test the protocols, and write down what holds up. Then we say it in plain language.我们持续、并且带着怀疑地追踪 agentic AIagentic AI 与 Web3——读论文、跑模型、测协议，然后把站得住脚的部分写下来，用人话说清楚。

Deployment.部署。 We build. Agent systems that run in your business, wired into the tools you already use, with the guardrails护栏 and audit trails that make them safe to trust.我们真的动手建。让智能体系统跑在你的业务里，接上你本来就在用的工具，配好让人敢放心交付的guardrails护栏和审计记录。

The two feed each other. Research keeps us from selling you hype. Deployment keeps our research honest about what actually works.两者互相牵制。研究让我们不靠概念卖你东西，部署让我们的研究不敢脱离实际。

How we work工作方式

What we believe我们相信

• Most businesses don't need more AI. They need the right AI, in two or three specific places.大多数企业需要的不是更多 AI，而是在两三个具体位置上用对 AI。
• If we can't explain it to you in plain language, we don't understand it well enough yet.如果我们没法用人话讲明白，说明我们自己还没想透。
• A recommendation you can't audit isn't advice, it's a sales pitch.你没办法核查的建议不是建议，是推销。
• The best thing we can tell a client is sometimes "not yet."我们能给客户最有价值的答复，有时候是「现在还不需要」。
• You should be able to fire us and keep everything we built.你应该可以随时不再合作，同时带走我们建的一切。

From the lab来自实验室

All research →全部研究 →