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 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 Ring, Azura, and 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.