Dataset opportunity
Grovis Med — 维护日志数据集机会
Grovis Med 持有的中等维护日志数据集，可用于预测性维护和异常检测。
Score
64.8
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 年的估值为 136.5 亿美元，预计复合年增长率为 24.30%。
Recent dated external facts that triggered this opportunity — auditable provenance.
- 📰press2026-07-20
GROVIS-MED sp. z o.o. — Poland – Miscellaneous medical devices and products – Przedmiot zamówienia: dostawa wyposażenia na potrzeby Centralnego Bloku Operacyjnego oraz Oddziału Anestezjologii i Intensywnej Terapii, Centralnej Sterylizatorni, Oddziału Neur
ted.europa.eu ↗
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
维护日志数据集
Modality
时间序列
Sector
医疗保健
Volume
中等
Freshness
定期
Rarity
高（专有）
Accessibility
受限
Legal
公司所有 — GDPR 敏感（个人身份信息审查）
Buyer persona
工业人工智能与维护优化供应商
Grovis Med 持有的时间序列维护日志数据集，源自其在医疗保健领域的运营。这些专有记录详细说明了设备性能、使用情况和随时间推移的维护干预措施，提供了训练预测性维护模型所需的精细、真实的全球数据，以在设备发生故障前准确预测。
商业价值巨大，触及全球预测性维护市场，该市场在 2025 年的估值为 136.5 亿美元，预计将以24.30% 的复合年增长率增长。[7] 虽然访问需要克服严格的医疗机构安全协议、潜在客户对使用数据的同意，并且记录很可能为波兰语，但对人工智能驱动的运营效率的高增长需求使这个有价值且稀有的数据集成为买家的一个引人注目的机会。[7] ⚠ 尽职调查（有价值的数据，可协商的访问权限）：数据涉及医疗机构基础设施，可能存在严格的安全协议；维护日志是专有的，但设备使用数据可能涉及医院客户的同意；记录的主要语言很可能是波兰语。· 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 Grovis Med 拥有来自包括 STERIS 在内的领先制造商的专业医疗设备的专有技术服务记录。这些时间序列维护日志是人工智能供应商为高风险医疗保健领域开发预测性维护解决方案的稀有且有价值的资产。在一个预计年增长率超过 24% 的市场中，这个独特的数据集为优化高价值工业资产的性能和寿命提供了独特的竞争优势。
See dimension details ↓- Dataset Specificity78
主导的“维护日志”，医疗保健行业，2 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 Rarity70
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 Freshness46
定期
How current the data stays — real-time/streaming scores highest, periodic dumps lower. - Training Value74
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，这得益于全球预测性维护市场的快速扩张，复合年增长率为 24.30%。[7]
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 Feasibility30
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 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 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 Surplus70
盈余=中等，1 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 Audit100
✓ 良好目标 — 这家波兰中小型企业分销和维修医疗设备，这应该会产生有价值的维护日志作为副产品，使其成为一个强有力的匹配项。问题：该公司是也经营汽车和太阳能行业的“Grovis”集团的一部分，但 Grovis-Med 似乎是一个独立的法律实体（Sp. z o
- Deep Qualification70
⚠ 需要审查 — Grovis Med 是医疗设备的经销商和服务商，因此维护日志数据集作为其运营的副产品极有可能存在。然而，数据所有权可能属于其医院客户，并且由于缺乏可用的法律条款，转售这些数据的权利未知。[数据归其客户所有]
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Maintenance logs
这些证据证实了技术服务记录的存在，这些记录构成了训练预测性维护算法所必需的时间序列维护日志的基础。
Industrial data
这个样本确立了数据集的来源，即来自 STERIS 等领先制造商的专业医疗设备的分销和服务，为工业人工智能买家增加了显著的价值和特异性。
business_records
这些记录证实了公司的技术能力和结构化的客户服务运营，表明有一个系统化的流程来生成和保留记录的维护数据。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Grovis Med Maintenance Logs — a Moderate maintenance logs 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 13.65 billion in 2025, projected to grow at a CAGR of 24.30% (source: Fortune Business Insights). [7]. Investment score 64.8/100 (confidence 0.49). Recommended action: Data Sharing Agreement.
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