卖什么
在硬件故障时保持AI工作负载运行、减少GPU时间浪费的弹性软件。
商业模式拆解
买家：谁掌握预算？
未核实AI infrastructure / platform teams at neoclouds and AI model builders running large GPU clusters
触发点：什么让他们现在购买？
Network link flaps, GPU errors and node failures restart jobs and waste thousands of GPU-hours; up to 40% of cluster time can be lost to communication bottlenecks (cites AMD).
工作流：什么输入变成什么输出？
Day 1 burn-in audits and cluster validation, Day 2 continuous monitoring with auto-remediation, plus stateful job failover (LinkPass, TorchPass) so training and inference jobs keep running through faults.
经济账：省了什么，怎么收费？
100% software sold to GPU fleet operators; value is recovered GPU-hours (LinkedIn cited as preventing tens of thousands of GPU-hours of downtime monthly) and a contractual "YOCO" guarantee against GPU waste in training.
渠道：怎么接触到客户？
Direct, consultation-led: "Schedule a free consultation" and demo CTAs; no self-serve signup.
融资历史与报道
| 融资日期 | 轮次 | 金额 | 投资方 | 来源 |
|---|---|---|---|---|
| 2026-10-05 | — | $31M | — | news.google.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.