卖什么
Robots that learn on the job
商业模式拆解
买家：谁掌握预算？
未核实Plant or operations manager at high-mix manufacturers.
触发点：什么让他们现在购买？
Factory owners cannot hire enough people and existing automation is too rigid and expensive for lines that change every week.
工作流：什么输入变成什么输出？
A person demonstrates the task once on video; the foundation model adapts in context with no retraining; Shiraz delivers hardware, model and on-site deployment so the robot runs the task on the customer line.
经济账：省了什么，怎么收费？
未核实Full-stack delivery (hardware + model + deployment) to manufacturing lines; pricing model not stated.
渠道：怎么接触到客户？
"Get in touch" sales-led; robots already operational at customer sites.
融资历史与报道
| 融资日期 | 轮次 | 金额 | 投资方 | 来源 |
|---|---|---|---|---|
| — | YC 2026 夏季 | — | Y Combinator | ycombinator.com |
档案汇总自公开报道和公司官网。商业模式部分是 MaxBC 对这些材料的解读，不是已确认的事实；未知之处留空，不作猜测。 更新于 2026-10-12.