| 维度 | Hyperion | 替代方案 |
|---|---|---|
| Core Positioning | EU AI consulting and implementation firm | Data labeling, RLHF, and enterprise AI deployment platform |
| What You Get | AI strategy, custom model development, and production systems | High-quality training data, human feedback loops, and Donovan (gov) platform |
| EU AI Act | Technical conformity assessments and compliance documentation | Data quality for model training; compliance is customer responsibility |
| 维度 | Hyperion | 替代方案 |
|---|---|---|
| AI Depth | Custom LLMs, RAG, Physical AI, MLOps | Expert data labeling workforce and RLHF pipelines |
| Data Labeling | Not our focus — recommend Scale or Prolific for labeling | World-class at data annotation, RLHF, and evaluation |
| Physical AI | Edge AI and robotics as core competency | Autonomous vehicle data labeling is a Scale specialty |
| 维度 | Hyperion | 替代方案 |
|---|---|---|
| Typical Investment | €150-400K for consulting and build | Variable by data volume; can reach millions for large labeling programmes |
| EU Data Sovereignty | EU-resident team; data processed in EU by default | US-headquartered; EU data residency requires negotiation |
| Complementarity | We often recommend Scale for labeling within our engagements | Scale + Hyperion can be complementary, not competing |
Scale AI 在数据标注和 RLHF 方面表现出众。Hyperion 构建 AI 战略和生产系统——并常在项目中推荐 Scale 承担数据标注。
预约一次 30 分钟通话。我会诚实评估 Hyperion 是否适合你——如果不适合，我会告诉你谁更合适。