Kuse
Kuse is the AI workspace company discussed in 我们是如何定义 OpenClaw for Teams 新产品形态的｜对谈 Kuse&Junior 联创兼 CTO 宇豪. Yuhao / 宇豪 describes the product as evolving from early email-marketing and design-agent experiments into a folder-based workspace where files, work context, and agents sit together.
The source says Kuse reached roughly $10 million ARR after a difficult product and pricing reset. Its lesson for the wiki is that Agent Native Software is not only a capability demo: useful agents require [[AIInferenceCostStructure|cost-aware pricing]], retained user context, customer segmentation, Agent Evaluation Benchmarks, and a willingness to abandon product forms that no longer fit the best retained users.
Kuse also serves as the internal testbed for Junior. Its own agents include [[KuseRing|Ring]], Azura, and [[KuseTom|Tom]], and the company treats agent hiring as part of AI Organization Design: new human headcount requests have to answer why the job cannot be done by an agent first.
Connections
- Yuhao / 宇豪 — co-founder/CTO interviewed in the source.
- Junior — Kuse’s team-oriented AI employee product.
- OpenClaw For Teams — product-form concept the source develops.
- AI Inference Cost Structure and Outcome-Based AI Pricing — pricing and cost lessons from Kuse’s product reset.
- Agent Evaluation Benchmarks — evaluation discipline Yuhao recommends for agent teams.
- Digital Employees, Enterprise Agent Memory, and Enterprise Agent Governance — enterprise-agent concepts extended by Kuse’s internal practice.