Dataset opportunity
Tdsi — 传感器遥测数据集机会
Tdsi 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
59.7
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
56%
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在 2025 年的估值为 142 亿美元，预计在 2026 年至 2033 年间以 27.9% 的复合年增长率增长。
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
其他
Volume
中等
Freshness
实时
Rarity
高（专有）
Accessibility
受限
Legal
混合所有权 — GDPR 敏感（PII 审查）
Buyer persona
工业人工智能与维护优化供应商
Tdsi 持有源自其安全和访问控制系统的专有传感器遥测数据集。此时间序列数据由聚合的 `iot_data` 和 `event_streams` 组成，捕获详细的硬件性能和系统遥测数据，使其非常适合开发预测性维护模型，以预测安全基础设施中的组件故障。
商业价值巨大，位于全球预测性维护市场内，该市场在2025 年的估值为 142 亿美元，预计将以27.9% 的复合年增长率扩张。虽然访问需要克服 GDPR 限制（由于客户拥有的日志）并与母公司 Vitaprotech 协调，但此聚合硬件性能数据的稀有性和丰富性为瞄准这一高增长领域的人工智能买家提供了独特的竞争优势。⚠ 尽职调查（有价值的数据，可协商的访问权限）：主要访问日志归客户所有且包含大量 PII（GDPR）。；专有价值在于聚合的系统遥测和硬件性能数据；需要与母公司 Vitaprotech 协调进行大规模数据许可。· 公司：Vitaprotech 的子公司。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
这些证据共同证明 Tdsi 拥有一系列重要且专有的真实世界时间序列数据，包括来自数千台已部署设备的详细硬件性能日志和系统事件流。该数据集是工业人工智能和维护优化供应商用于构建或增强预测性维护模型的首选资产。在一个预计将爆炸式增长的市场中，这些数据提供了一个难得的机会，可以使用独特的真实世界系统健康信号来训练算法，从而创造独特的竞争优势。
See dimension details ↓- Dataset Specificity62
占主导地位的 'iot_data'，行业其他，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 Volume58
4 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 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 Demand85
人工智能买家需求极高，这得益于市场 27.9% 的复合年增长率，因为公司迫切需要专门的物联网和传感器遥测数据来构建和增强预测性维护解决方案。
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 Feasibility15
中等难度，Vitaprotech 的子公司
How realistic it is to actually obtain the data, given access difficulty and the holder's corporate structure. - Evidence Strength74
4 种证据类型，4 个命中
How solid the proof is that the company holds this data — diversity of evidence types and number of hits. - Right to License28
所有权=混合，许可=GDPR 敏感
Whether the company can legally license the data out — based on ownership and licensing complexity. - Corporate Independence50
Vitaprotech 的子公司
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 Surplus70
盈余=中等 — 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 Audit92
✓ 良好目标 — TDSi 是一个不错的选择，因为它是一家销售门禁硬件和软件的中小型企业，作为副产品生成有价值的传感器和访问日志数据，而它似乎并未将其货币化。问题：该公司是欧洲大型集团 Vitaprotech 的子公司，这可能会使决策过程复杂化；数据所有权需要澄清；数据由其客户在使用 TDSi 系统时生成，但 TDSi 可能通过其云/SaaS 产品持有数据；有一家同名但无关的美国国防公司 'Thales Defense & Security, Inc. (TDSI)'，这在研究过程中可能会造成混淆。
- Deep Qualification80
⚠ 需要审查 — Tdsi 是一家销售本地部署门禁硬件和软件的工具供应商。运营数据，包括传感器遥测数据，由客户生成并拥有，这直接数据许可构成了重大障碍。任何数据访问都需要与每个最终客户进行谈判。[数据归公司客户所有；许可受限]
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Knowledge base / docs
该数据集包括硬件的全面技术文档，提供了准确解释核心遥测数据以进行模型开发所需的关键模式和上下文。
IoT / sensor data
这是核心资产：详细的硬件性能和系统健康的粒度时间序列数据，来自数千台控制器和读卡器，非常适合训练算法以预测组件故障。
Event streams
持有者拥有来自包括工业场所的各种行业的聚合事件流，提供了关键的真实世界使用模式，这些模式可以与硬件压力和退化相关联。
business_records
一个独特、跨越 35 年以上的纵向数据集，包含安全基础设施记录，提供了关于部署配置和硬件生命周期的深入历史背景。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Tdsi Sensor Telemetry — a Moderate sensor telemetry dataset (Time Series modality) in the other domain. Primary AI use-case: Predictive Maintenance. Market signal: Global Predictive Maintenance market was valued at $14.2 billion in 2025, projected to grow at a CAGR of 27.9% between 2026 and 2033 (source: Grand View Research).. Investment score 59.7/100 (confidence 0.56). Recommended action: Data Sharing Agreement.
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