卖什么
The LLM Eval and Observability Platform for AI Quality
商业模式拆解
买家：谁掌握预算？
未核实Head of AI/ML engineering or platform; enterprise AI governance leads.
触发点：什么让他们现在购买？
Agent failures that go unreported in production; each team building its own eval stack across multiple AI initiatives.
工作流：什么输入变成什么输出？
Run evals in dev and CI/CD, trace and monitor production LLM traffic, group failures into issues with alerts, annotate outputs, and red-team apps.
经济账：省了什么，怎么收费？
SaaS tiers by seats/projects with trace-span metering ($1 per GB-month overage); open-source DeepEval/DeepTeam feeds paid platform; claims 30 minutes vs 4 weeks to catch an issue.
渠道：怎么接触到客户？
Open-source frameworks, free tier self-serve signup, contact sales for enterprise.
融资历史与报道
| 融资日期 | 轮次 | 金额 | 投资方 | 来源 |
|---|---|---|---|---|
| — | YC 2025 冬季 | — | 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.