Dataset opportunity
Sanctuary — 工业传感器数据集机会
Sanctuary 持有的中等规模工业传感器数据集，可用于预测性维护和异常检测。
Score
75.2
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
49%
Action
收购
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
全球预测性维护市场 = 2024 年为 123 亿美元，复合年增长率为 29.7%（来源：Custom Market Insights）。[7]
Recent dated external facts that triggered this opportunity — auditable provenance.
- 📰press2026-06-12
MassRobotics announces the winners of 2026 Robotics Medal and Rising Star awards
therobotreport.com ↗ - 📰press2026-06-12
Robotics Summit panel explores the state of humanoid robot design
therobotreport.com ↗ - 📰press2026-06-12
Lawmakers seek to allow CHIPS funding for space-based manufacturers
manufacturingdive.com ↗ - 📰press2026-06-11
Hello Robot is recognized by World Economic Forum as a tech pioneer
therobotreport.com ↗ - 📰press2026-06-11
Rémy Malchirand rejoint Marso Robotics comme stratège go-to-market
supplychainmagazine.fr ↗
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.
- 🧑💻Hiring a data role
招聘人工智能和机器学习研究工程师及数据科学家
source ↗
Profile
Dataset profile
Type
工业传感器数据集
Modality
时间序列
Sector
工业
Volume
中等
Freshness
实时
Rarity
高（专有）
Accessibility
部分
Legal
公司所有 — 可授权
Buyer persona
工业人工智能与维护优化供应商
Sanctuary 拥有一个战略性的工业传感器数据集，包含高保真时间序列数据，包括 `image_collection`、`industrial_data` 和 `iot_data`。这些丰富、多模态的数据源自其自身的 AGI 开发和运营试点部署，可直接用于训练和验证旨在监控设备健康和预测故障的复杂预测性维护模型。[9, 10, 12]
商业价值巨大，因为全球预测性维护市场在 2024 年的估值为123 亿美元，预计将以 29.7% 的复合年增长率 (CAGR) 增长。[7] 尽管存在客户保密和数据对 Sanctuary AGI 工作具有战略重要性等访问复杂性，但其已证明的稀有性以及与这个高增长市场的直接相关性使其成为一项优质资产。独特的感觉运动数据需要专门处理，但为以工业效率为目标的人工智能买家提供了无与伦比的深度。[7] ⚠ 尽职调查（有价值的数据，可协商的访问权限）：数据对其自身的 AGI 开发具有高度战略意义；试点部署的运营数据（例如，Canadian Tire、Magna）可能涉及客户保密；高保真感觉运动数据需要专门处理 · 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 Sanctuary 拥有一个由其先进机器人系统生成的专有且稀有的时间序列传感器数据源。该数据集记录了在汽车和制造等行业的机器人高保真、灵巧操作和广泛的工业任务性能。对于工业人工智能供应商而言，这些数据是开发和验证预测性维护模型的关键资产，该市场目前的估值超过 120 亿美元，并且正在快速增长。
See dimension details ↓- Dataset Specificity90
主导的 'iot_data'，工业领域，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 Rarity82
专有领域数据
How scarce and proprietary the data is. Unique domain data scores high; openly available data lowers it. - Dataset Volume52
3 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 Value84
适用于预测性维护
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand92
全球预测性维护市场，该市场从根本上依赖于工业传感器数据，预计从 2026 年到 2033 年的复合年增长率为 27.9%，这表明人工智能买家的需求极高且正在加速。
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility50
受限/未知
How legally easy the data is to obtain and use — open/API access scores high; PII or regulated data scores low. - Acquisition Feasibility14
高难度，独立
How realistic it is to actually obtain the data, given access difficulty and the holder's corporate structure. - Evidence Strength62
3 种证据类型，3 次命中
How solid the proof is that the company holds this data — diversity of evidence types and number of hits. - Right to License92
所有权=已拥有，许可=干净
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 Orientation39
1 个数据需求信号（1 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 — 已货币化的专有数据之外的数据
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 Audit42
⚠ 审查 — Sanctuary AI 的核心业务是开发和销售人工智能软件 (Carbon™) 和智能硬件 (Phoenix™ 机器人)，使其成为一家技术供应商，而不是拥有其他运营中休眠数据的公司。[9] 问题：公司的核心产品是人工智能驱动的机器人和人工智能控制系统，这是一种销售智能/人工智能软件的形式。[9]；公司的使命是创造“通用机器人中的类人智能”，这与 ICP 的排除条款直接冲突。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
IoT / sensor data
这是来自先进机器人机械臂的高保真时间序列数据，为专注于灵巧操作模型的买家提供了对复杂、自主系统性能和磨损的独特见解。
Industrial data
这些证据证实了从部署在核心重工业垂直领域的机器人收集的数据，为构建制造和物流客户维护解决方案的供应商提供了宝贵、真实的运营数据。
Image collection
这证实了数据由一支由人工智能研究工程师组成的专业团队进行策划，让买家对数据集的质量、结构和适用于机器学习应用的适用性充满信心。
Marketplace
Dataset details
Geographic coverage
Global
Time range
Real-time (ongoing)
Update frequency
Real-time
Delivery
API
Formats
Time Series, Image, IoT Data
License
One-time license for use in training and validating predictive maintenance models.
Personal data
No 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 proprietary, high-fidelity industrial sensor dataset is rare and directly applicable to the rapidly growing predictive maintenance market. Its unique source from AGI development and pilot deployments offers significant value for training advanced AI models.
Detailed schema & sample available on access request.
Want this data?
Request access — we broker a secure deal room. Operator-reviewed, no automatic sharing.
This listing was generated automatically from public signals. It is not verified, and we are not affiliated with this company.
Coverage
Scanned sources
Deliverable
Premium dataset report
Sanctuary Industrial Sensor — a Moderate industrial sensor dataset (Time Series modality) in the industrial domain. Primary AI use-case: Predictive Maintenance. Market signal: Global Predictive Maintenance market = $12.3 Billion in 2024, CAGR 29.7% (source: Custom Market Insights). [7]. Investment score 75.2/100 (confidence 0.49). Recommended action: Acquire.
From the marketplace
Explore live data opportunities
Mwes — 检验报告数据集机会
View opportunity →出行Kahmen Transcargo — 维护日志数据集机会
View opportunity →出行Aacb — 知识库数据集机会
View opportunity →