Score
45
Score (0–100) blends weighted dimensions — dataset rarity, training value, buyer demand, evidence strength and right-to-license. 70+ is deal-ready. See the scored dimensions below for the breakdown.Confidence
62%
Action
数据共享协议
The recommended deal structure for this dataset: Acquire (full buyout), License (paid usage rights), Data Sharing Agreement (controlled access, no transfer of ownership), Partnership (co-development) or Annotation Program (labeling). Chosen from data ownership, licensing complexity and accessibility.Market size (indicative estimate)
全球汽车数据货币化市场 = 2024年为78亿美元，复合年增长率为13.3%（来源：Precedence Research）
Lineage
How this lead was derived
The signal-first chain, end to end: recent external signals → qualified niche → resolved data-holder → site verification → scored opportunity. Every lead is explainable.
Concrete evidence this company actively cares about data — why it's ripe for the deal room.
Profile
Dataset profile
Type
可下载数据资产
Modality
表格数据
Sector
出行
Volume
大型
Freshness
实时
Rarity
中等
Accessibility
部分
Legal
公司所有 — GDPR 敏感（PII 审查）
Buyer persona
领域大模型构建者和垂直AI初创公司
Vay 提供其移动运营的可下载数据资产，其中包含丰富的表格数据、事件流、图像集和物联网数据。此多模态数据集捕获了广泛的真实世界远程驾驶场景，对于先进自动驾驶模型和感知系统的精调极具价值。传感器数据与事件流的结合为复杂的 AI 开发提供了深入的上下文信息。
全球汽车数据货币化市场在 2024 年的估值为78 亿美元，预计将以13.3% 的复合年增长率增长，这凸显了此类数据集的高需求和稀缺性。[4] 虽然访问需要克服重大的复杂性，包括视频馈送中个人身份信息 (PII) 的严格匿名化以及与专有硬件堆栈的集成，但该数据对自动驾驶汽车竞争对手的高战略价值使其成为获得竞争优势的关键资产，尽管存在这些挑战。[4] ⚠ 尽职调查（有价值的数据，可协商的访问权限）：视频馈送包含需要严格匿名化的个人身份信息（面部、车牌）；数据是安全关键的，并且与专有远程驾驶硬件/软件堆栈相关联；对自动驾驶汽车竞争对手的高战略价值使得许可敏感。· 公司：独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
这些证据共同证明 Vay 拥有其远程操作服务提供的独特多模态数据集，捕获了真实城市环境中车辆传感器数据和人类驾驶员行为。垂直 AI 初创公司和领域 LLM 构建者高度追捧这些数据，用于在复杂的边缘场景和传感器融合任务上进行模型精调。在全球汽车数据市场预计每年增长超过 13% 的背景下，该资产为下一代自动驾驶和移动出行解决方案提供了稀有的训练平台。
See dimension details ↓- Dataset Specificity90
主导的“下载量”，移动出行领域，3 种特定类型
How sharply the data targets a specific, hard-to-substitute domain or task. Niche, well-defined data scores higher than generic. - Dataset Rarity58
专有领域数据（开放性降低了稀缺性）
How scarce and proprietary the data is. Unique domain data scores high; openly available data lowers it. - Dataset Volume76
7 个证据命中
Apparent scale of the data, inferred from the number of evidence hits and any explicit volume mentions. - Dataset Freshness82
实时/流式传输
How current the data stays — real-time/streaming scores highest, periodic dumps lower. - Training Value74
适用于精调
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand90
AI 买家需求旺盛，这得益于汽车数据货币化市场的显著增长，该市场正以 13.3% 的复合年增长率扩张，并且需要高质量的真实世界数据来进行模型开发和竞争差异化。[4]
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility48
开放/API 访问
How legally easy the data is to obtain and use — open/API access scores high; PII or regulated data scores low. - Acquisition Feasibility50
高难度，独立
How realistic it is to actually obtain the data, given access difficulty and the holder's corporate structure. - Evidence Strength83
4 种证据类型，7 次命中
How solid the proof is that the company holds this data — diversity of evidence types and number of hits. - Right to License62
所有权=已拥有，许可=GDPR 敏感
Whether the company can legally license the data out — based on ownership and licensing complexity. - Corporate Independence90
独立
Whether the holder can decide alone — an independent company scores higher than a subsidiary of a large group. - Data Orientation56
2 个数据需求信号（2 种类型）
How actively the company invests in data, measured by its data-appetite signals (hires, products, APIs…). - Dormant Data Surplus92
盈余=高，5 个近期外部信号 — 超出已货币化数据的专有数据
Volume and value of proprietary data this company holds BEYOND what it already monetises — the dormant surplus we can unlock. A company can sell some insights AND still sit on a far larger dormant asset. - ICP Audit50
⚠ 审查 — Vay 的核心业务是远程驾驶移动服务，但它也许可其底层 AI/远程驾驶技术，使其成为技术供应商，因此不适合。问题：公司的业务模式包括 B2B 技术许可，将其远程驾驶即服务堆栈出售给其他公司，这与 ICP 相冲突；Vay 被 Wayve 收购，Wayve 是一家 AI 公司，其核心业务是将其自动驾驶软件许可给汽车 OEM，使合并后的实体成为卖家；关于一家名为 VAY 的独立苏黎世公司存在冲突信息，该公司于 2021 年被 Nautilus 收购，并从事人工智能驱动的人类移动。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
press
- “Mo Wang succède à Nicolas López Appelgren à la tête de Lynk & Co International, l’entité en charge des activités européennes de la marque chinoise. Martin Persson, directeur de Volvo Norvège, intègre lui aussi l’équipe de direction.”
- “Placé en redressement judiciaire à la suite de la pression de certains assureurs, Glass Express réclame désormais à ses clients les sommes que leurs compagnies refusent de régler. Une stratégie qui suscite des incompréhensions, mais qui porte aussi ses fruits.”
- “La troisième édition du leasing social débutera le 16 juillet 2026. Si les critères d'accès ont été assouplis pour les particuliers, les constructeurs ont dû répondre à un cahier des charges plus strict. De Citroën à Renault en passant par Hyundai, Nissan ou Kia, voici les modèles retenus et leurs loyers.”
Downloads / exports
这表明存在一个面向公众的移动应用程序，这是 Vay 的运营和用户数据可能为其移动服务生成和收集的平台。
Image collection
该公司在复杂的城市交通中从车辆摄像头收集连续的高清视频，这是训练和验证计算机视觉和感知模型的关键资产。
IoT / sensor data
Vay 记录了来自汽车级传感器（如激光雷达和雷达）的全面数据，这对于开发强大的传感器融合算法以实现导航和安全系统至关重要。
Event streams
这种独特的时间序列数据将远程驾驶员输入映射到车辆响应，为处理边缘场景和人机交互的模型提供了宝贵的训练信号。
Marketplace
Dataset details
Geographic coverage
Global
Time range
Real-time
Update frequency
Real-time
Delivery
Downloadable Data Asset
Formats
Tabular, Event Streams, Image Collection, IoT Data
License
One-time license for fine-tuning autonomous driving models and perception systems.
Personal data
Contains PII
Indicative estimate, derived from public signals — not a quote, not contractual, and not agreed with the company. Is this your company? Correct it.
This multi-modal dataset from teledriving operations is highly valuable for fine-tuning autonomous driving models, driven by strong demand in the rapidly growing automotive data monetization market. Its rarity and large volume of diverse data types (tabular, image, IoT, event streams) justify a premium.
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Vay Downloadable Data — a Large downloadable data asset (Tabular modality) in the mobility domain. Primary AI use-case: Fine Tuning. Market signal: Global automotive data monetization market = $7.8 billion in 2024, CAGR 13.3% (source: Precedence Research). Investment score 45.0/100 (confidence 0.62). Recommended action: Data Sharing Agreement.
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