Dataset opportunity
Ecential Robotics — 传感器遥测数据集机会
Ecential Robotics 持有的中等规模传感器遥测数据集，可用于预测性维护和异常检测。
Score
69.4
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
51%
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
全球医疗保健分析市场预计将从 2026 年的 697.4 亿美元增长到 2031 年的 2132.7 亿美元，2026 年至 2031 年的复合年增长率为 25.1%。
Recent dated external facts that triggered this opportunity — auditable provenance.
- 📰press2026-06-04
Can surgical robots fly? SS Innovations discusses challenges, solutions
therobotreport.com ↗ - 📰press2026-06-04
Medtronic seeks clearance for Hugo surgical robot in more indications
medtechdive.com ↗ - 📰press2026-06-02
Petal Surgical adds more funding for incisionless surgical robot
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
工业人工智能和维护优化供应商
Ecential Robotics 拥有丰富的传感器遥测数据集，主要包括时间序列数据，并辅以图像采集、物联网数据和医疗记录。这些综合数据源自嵌入医疗设备的物联网传感器，持续监测温度、振动和运行指标等关键参数，使其在医疗保健领域的预测性维护方面极具价值。
尽管访问这些数据存在固有的复杂性，因为它涉及患者信息并需要严格遵守GDPR和HIPAA，但其稀有性和对AI买家的特异性使其极具价值。全球医疗保健分析市场是此类数据的一个关键指标，预计将从2026年的697.4亿美元增长到2031年的2132.7亿美元，复合年增长率（CAGR）为25.1%，其中预测性维护市场中的医疗保健部分预计将实现31.0%的复合年增长率。如此巨大的市场规模和快速的复合年增长率凸显了对能够提高患者安全、减少停机时间并优化医疗保健运营成本的数据的强烈需求。⚠ 尽职调查（有价值的数据，可协商访问）：数据涉及患者信息，需要严格遵守GDPR和潜在的HIPAA规定；数据在临床环境中生成，可能需要与医院/诊所签订协议。· 企业：独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
Ecential Robotics 拥有一个高度专有的传感器遥测数据集，来源于超过3500例真实世界的机器人骨科手术。这些独特的运营数据对于旨在为复杂医疗机器人开发先进预测性维护解决方案的工业AI和维护优化供应商来说是无价的。鉴于全球医疗保健分析市场的快速扩张，预计到2031年将达到2132.7亿美元，该数据集提供了一个无与伦比的机会，可以在一个关键的高增长领域推动创新并建立竞争优势。
See dimension details ↓- Dataset Specificity90
主导的“物联网数据”，医疗保健领域，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 Volume58
4条证据命中
Apparent scale of the data, inferred from the number of evidence hits and any explicit volume mentions. - Dataset Freshness82
实时/流式
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
全球医疗保健AI市场（包括用于预测性维护等应用的AI数据买家）预计在2026年至2035年间将以37.66%的复合年增长率增长，表明对相关数据集的需求非常高。
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility0
PII/受监管
How legally easy the data is to obtain and use — open/API access scores high; PII or regulated data scores low. - Acquisition Feasibility0
中等难度，独立
How realistic it is to actually obtain the data, given access difficulty and the holder's corporate structure. - Evidence Strength65
3种证据类型，4条命中
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=自有，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个数据需求信号（0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，3个近期外部信号 — 超出已货币化范围的专有数据
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 Audit92
✓ 良好目标 — Ecential Robotics 开发并销售机器人手术平台，在其运营业务中产生有价值的传感器遥测数据作为副产品，其核心产品似乎并非主要销售数据或情报。问题：Ecential Robotics 是一家资金充足的成长型公司，拥有大量投资（1.34亿-1.55亿美元），员工人数在71到199之间，规模较大；尽管 Ecential Robotics 为第三方开发提供了“开放平台”
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
IoT / sensor data
这一核心证据直接表明 Ecential Robotics 从超过3500例骨科手术中广泛收集了实时传感器遥测和机器人引导数据，这对于开发先进的预测性维护和运营效率模型具有高度相关性。
Image collection
此证据证实 Ecential Robotics 开发了一个机器人手术平台，该平台集成了用于骨科手术的成像功能，表明其收集了对AI驱动的手术规划和分析有价值的视觉数据。
Medical records / imaging
此证据强调 Ecential Robotics 专注于优化机器人辅助骨科手术工作流程，以建立新的护理标准，这表明可能存在与理解手术疗效和患者结果至关重要的相关成像或程序数据。
Marketplace
Dataset details
Geographic coverage
Global
Time range
Real-time (rolling)
Update frequency
Real-time
Delivery
API
Formats
Time Series, Image Collection, IoT Data, Medical Records
License
One-time license for predictive maintenance and AI development, subject to strict GDPR and HIPAA compliance.
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 proprietary sensor telemetry dataset from Ecential Robotics, derived from over 3500 robotic bone surgeries, is highly valuable for AI buyers focused on predictive maintenance in the rapidly growing healthcare analytics market. Its rarity, specificity, and real-time freshness command a premium, despite significant PII and compliance considerations.
Detailed schema & sample available on access request.
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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
Ecential Robotics Sensor Telemetry — a Moderate sensor telemetry dataset (Time Series modality) in the healthcare domain. Primary AI use-case: Predictive Maintenance. Market signal: The global healthcare analytics market is projected to reach USD 213.27 billion by 2031 from USD 69.74 billion in 2026, at a CAGR of 25.1% from 2026 to 2031.. Investment score 69.4/100 (confidence 0.51). Recommended action: Data Sharing Agreement.
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