Dataset opportunity
Umitron — 传感器遥测数据集机会
Umitron 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
47.5
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
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)
全球精准水产养殖市场 = 2023 年为 6.1423 亿美元，复合年增长率为 15.1%。
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.
- 📦Data product
UMITRON PULSE：全球卫星海洋监测图
source ↗
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 — 许可权待明确
Buyer persona
工业人工智能与维护优化供应商
Umitron 拥有一个宝贵的传感器遥测数据集，该数据集由部署在水产养殖场中的专有物联网解决方案生成的时间序列数据组成。这些数据包括来自设备的 `iot_data`、用于监控的 `image_collection` 和 `geo_data`，这些数据共同提供了全面的运营视图，非常适合开发预测性维护模型，以预测设备故障并优化维护计划。
全球精准水产养殖市场在 2023 年的价值为6.1423 亿美元，预计将以15.1% 的复合年增长率增长。[5] 尽管存在数据所有权与农场运营商共享以及需要特定的软硬件集成等访问复杂性，但在这个快速扩张的高科技市场中，这种运营数据的稀缺性和深度对于旨在创建先进、高效的水产养殖管理解决方案的 AI 买家来说极具价值。⚠ 尽职调查（有价值的数据，可协商的访问权限）：数据所有权可能与农场运营商通过物联网服务合同共享；大量的软硬件集成（物联网）使得数据提取在技术上具有特定性；在日本和东南亚的主要业务可能需要当地合作伙伴进行数据许可 · 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 Umitron 拥有一个独特的专有数据集，该数据集结合了来自全球水产养殖业务的实时物联网遥测、水下图像和卫星环境数据。这种多模态数据对于构建预测性维护和优化模型的工业人工智能供应商来说极具价值，这些模型面向快速增长的精准水产养殖市场。它提供了关于鱼类食欲、生长和水质等关键运营驱动因素的直接、真实信号，从而实现了强大的新效率。
See dimension details ↓- Dataset Specificity74
主导的 'iot_data'，行业其他，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
AI 买家需求异常高，这得益于在快速增长的精准水产养殖市场（复合年增长率为 15.1%）中对数据驱动的效率和可持续性的需求。[5]
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility28
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 License36
所有权=混合，许可=权利不明确
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 Orientation39
1 个数据-食欲信号（1 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 Audit58
⚠ 审查 — Umitron 的核心业务是向水产养殖行业销售人工智能驱动的硬件、数据平台和分析服务，使其成为一家技术供应商，而不是拥有休眠运营数据的持有者。问题：公司核心业务是销售人工智能软件和智能，这是明确的排除标准；公司是水产养殖场的技术供应商，而不是拥有自身主要运营数据的运营商；公司主要活动已正式注册为“数据分析、处理及相关活动 N.E.C.”[12]，证实了其专注于销售数据；“Umitron Pulse”等产品是使用卫星遥感的 डेटा 服务，“Umitron Cell”是销售给农民的人工智能智能喂食器。[1, 9]
- Deep Qualification70
✓ 通过 — Umitron 是一个数据持有者，拥有一个高度连贯的数据集以满足机会需求，但由于缺乏可访问的特定服务条款，数据所有权和许可权未知。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
IoT / sensor data
持有者拥有其太阳能驱动的物联网喂食器的专有时间序列数据，可捕获关于鱼类食欲和喂食行为的实时信号，这对于优化运营效率和设备维护至关重要。
Image collection
这组高分辨率的水下图像提供了关于鱼类生长和体型分布的直接视觉证据，使人工智能模型能够自动化生物量估算和健康监测。
Geospatial data
Umitron 提供表格卫星数据，监测温度和氧气等关键环境指标，提供对水质的宏观视图，这对于站点级风险管理模型至关重要。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Umitron Sensor Telemetry — a Moderate sensor telemetry dataset (Time Series modality) in the other domain. Primary AI use-case: Predictive Maintenance. Market signal: Global Precision Aquaculture market = $614.23 Million in 2023, CAGR 15.1% (source: The Insight Partners). Investment score 47.5/100 (confidence 0.49). Recommended action: Acquire.
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