Dataset opportunity
Diligentrobots — Sensor Telemetry Dataset Opportunity
Diligentrobots 持有的中等传感器遥测数据集，可用于预测性维护和异常检测。
Score
70.5
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
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)
全球预测性维护市场规模在 2025 年估值为 149.3 亿美元，预计在 2026-2035 年期间以 32.32% 的复合年增长率增长。
Recent dated external facts that triggered this opportunity — auditable provenance.
- 📰press2026-08-17
Five years of operation shape Diligent Robotics rollout of Moxi 2.0
therobotreport.com ↗
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.
Profile
Dataset profile
Type
传感器遥测数据集
Modality
时间序列
Sector
医疗保健
Volume
中等
Freshness
实时
Rarity
高（专有）
Accessibility
受限
Legal
公司所有 — GDPR 敏感（PII 审查）
Buyer persona
工业人工智能与维护优化供应商
Diligentrobots 拥有源自其在医院环境中运行的机器人的独特传感器遥测数据集。这个丰富时间序列数据集包括事件流、图像收集和物联网数据，为开发和训练预测性维护模型以预测设备服务需求和防止运营停机提供了全面的基础。
尽管存在高HIPAA/GDPR敏感性和视频/LiDAR馈送中存在PII等访问复杂性，但该数据的稀有性使其具有非凡的价值。它为快速增长的市场提供了现实基础；全球预测性维护市场在 2025 年的估值为149.3 亿美元，预计将以32.32% 的复合年增长率增长。[1] 这种显著的增长突显了对高质量运营数据的需求，以建立竞争优势，证明了克服访问谈判的努力是合理的。⚠ 审慎（有价值的数据，可协商访问）：由于医院环境运营，HIPAA/GDPR 敏感性高；数据包括可能捕获患者或工作人员（PII）的视频/LiDAR 馈送；工作流程数据的归属可能与医院合作伙伴在合同上共享。· 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 Diligentrobots 拥有专有的、多模态的数据集，捕获了其 Moxi 机器人在复杂的医院环境中的完整运营生命周期。数据包括高分辨率传感器遥测、运营事件流以及机器人-人类交互记录。对于工业人工智能供应商来说，这是一个获取地面真实数据以开发复杂的预测性维护和运营优化模型的难得机会。该数据集直接满足了一个预计以 32.32% 的复合年增长率增长的市场，提供了显著的竞争优势。
See dimension details ↓- ICP Audit100
✓ 良好目标 — 该公司的核心业务是向医院销售/租赁其 Moxi 机器人以执行物理任务，使其产生的海量传感器和遥测数据成为有价值的、休眠的副产品。问题：该公司于 2026 年 1 月被 Serve Robotics 收购，这可能会使联系和决策复杂化，尽管它似乎作为一家子公司运营。
- Dataset Specificity90
占主导地位的“物联网数据”，医疗保健行业，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 Demand90
人工智能买家需求极高，这得益于市场以 32.32% 的复合年增长率爆炸式增长的预测，因为公司迫切需要丰富、真实的运营数据来构建先进的预测模型。[1]
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility20
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 License62
所有权=公司所有，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 Orientation22
0 数据胃口信号（0 类型）
How actively the company invests in data, measured by its data-appetite signals (hires, products, APIs…). - Dormant Data Surplus92
盈余=高，1 个近期外部信号 — 超出已货币化的专有数据
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. - Deep Qualification80
✓ 通过 — Diligent Robotics 是一个数据持有者，拥有高度连贯且有价值的传感器遥测数据集，但数据所有权未经验证，并且由于严格的 HIPAA 法规，许可复杂，尽管近期有收购触发因素，但访问谈判仍然具有挑战性。
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 LiDAR 和摄像头传感器的高分辨率空间数据，对于训练预测自主系统中硬件退化和导航故障的模型至关重要。
Event streams
这是一个连续的运营事件流日志，跟踪机器人任务和移动，这对于构建优化资产利用率和预测工作流程瓶颈的模型至关重要。
Image collection
这是在机器人-人类交互期间捕获的环境图像集合，提供了关键的上下文数据，用于将组件应力与实际运营条件和人类交通模式相关联。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Diligentrobots Sensor Telemetry — a Moderate sensor telemetry dataset (Time Series modality) in the healthcare domain. Primary AI use-case: Predictive Maintenance. Market signal: Global Predictive Maintenance Market size was valued at USD 14.93 Billion in 2025, projected to grow at a 32.32% CAGR (2026-2035) (source: SNS Insider). [1]. Investment score 70.5/100 (confidence 0.49). Recommended action: Data Sharing Agreement.
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