Dataset opportunity
Remante — 维护日志数据集机会
Remante 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
48
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 size (indicative estimate)
全球预测性维护市场规模预计从 2024 年的 106 亿美元增长到 2029 年的 478 亿美元，复合年增长率为 35.1%。
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
mobility
Volume
中等
Freshness
定期
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
Remante 持有一个专门的维护日志数据集，结构为时间序列，包含其核心再制造业务的详细工业和商业记录。这些数据涵盖了 ECU、AdBlue 系统和涡轮增 আদর্শ等组件，为训练高精度预测性维护模型提供了丰富的历史基础，从而能够在组件发生故障之前进行预测。
该数据是进入全球预测性维护市场的关键资产，该市场在 2024 年的估值为106 亿美元，预计将以惊人的 35.1% 的复合年增长率增长。尽管存在运营复杂性，例如数据分布在捷克生产基地和欧洲销售分支机构，或 ECU 软件可能涉及第三方知识产权，但该工业数据的稀有性和深度在这个高需求、高增长的行业中提供了显著的竞争优势。⚠ 尽职调查（有价值的数据，可协商访问）：技术数据分布在专门的部门（ECU、AdBlue、涡轮增压器）；ECU 软件地图的数据所有权可能涉及第三方知识产权考虑；运营数据分布在捷克生产基地和欧洲销售分支机构之间 · 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 Remante 持有汽车维护和再制造日志的专有时间序列数据集。该数据涵盖了 1998-2020 年间生产的欧洲车辆型号的广泛范围，并对 ECU 和涡轮增压器等高价值组件进行了详细的分析。对于工业人工智能供应商而言，该数据集是构建和训练预测性维护模型的稀有资产，可以进入到到 2029 年将增长到 478 亿美元的市场，并服务于超过 3 亿辆已过保修期的车辆的庞大售后市场。
See dimension details ↓- Dataset Specificity78
主导的“维护日志”，行业为 mobility，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 Demand95
人工智能买家需求异常高，这得益于市场以 35.1% 的复合年增长率快速扩张，需要大量的历史工业数据来构建有效的模型。
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 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 License92
所有权=公司所有，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 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 — 专有数据超出已货币化的部分
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 Audit67
⚠ 审查 — Remante 的核心业务是再制造和销售汽车零部件，但他们也提供“REMANTE API”，这表明他们已经将数据产品化，因此不适合。问题：公司核心业务是销售再制造零部件，这是一项良好的运营业务，可产生数据（拆卸、测试、故障分析）；公司在其联系页面上明确提到了“REMANTE API”，表明他们已经销售或提供其数据作为服务；公司将自己定位为数据驱动的领导者，提到了“尖端软件和技术”，并为客户提供“用户友好的订购系统；公司是 REMANTE GROUP s.r.o. 的一部分，这是一个在多个国家设有分支机构的国际集团，但法国实体（SAS REMANTE）似乎是一个
- Deep Qualification70
✓ 通过 — Remante 是汽车零部件的再制造商，使其成为维护日志的合理数据持有者。虽然其自身流程的数据很可能是公司拥有的，但 ECU 软件上的第三方知识产权造成了混合所有权情况。未找到法律文件来澄清数据转售权。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Industrial data
这些证据证实了该数据集的历史深度，涵盖了 1998 年至 2020 年间生产的 95.1% 的欧洲车辆的 2,400 种组件类型，为强大的 AI 模型训练提供了所需的规模。
Maintenance logs
这些日志验证了该数据集包含 ECU 和涡轮增压器等高价值特定组件的详细故障分析和生命周期数据，为精确的预测算法提供了所需的真实依据。
business_records
这些市场情报证实了该数据集专注于庞大的欧洲售后市场，目标是超过 3 亿辆已过保修期的车辆，在这些车辆上，预测性维护可带来最高的经济价值。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Remante Maintenance Logs — a Moderate maintenance logs dataset (Time Series modality) in the mobility domain. Primary AI use-case: Predictive Maintenance. Market signal: Global Predictive Maintenance Market size is estimated to grow from $10.6 billion in 2024 to $47.8 billion in 2029, at a CAGR of 35.1% (source: MarketsandMarkets).. Investment score 48.0/100 (confidence 0.49). Recommended action: Acquire.
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