Dataset opportunity
Smallrobotcompany — 传感器遥测数据集机会
Smallrobotcompany 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
30
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
合作（集团层面）
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)
农用设备预测性维护全球市场 = 2025 年为 18 亿美元，复合年增长率为 13.4%。
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
传感器遥测数据集
Modality
时间序列
Sector
其他
Volume
中等
Freshness
实时
Rarity
中等
Accessibility
部分
Legal
公司所有 — 许可权待澄清
Buyer persona
工业人工智能与维护优化供应商
Small Robot Company 持有一个有价值的传感器遥测数据集，该数据集由其农业机器人车队产生的时间序列数据组成。这些IoT_data 集合提供了来自田间机械的精细、真实的运行证据，是开发和训练复杂的预测性维护算法的理想资产，这些算法旨在在组件发生故障之前进行预测。
商业价值巨大，因为农用设备预测性维护的全球市场在 2025 年为 18 亿美元，预计将以 13.4% 的复合年增长率增长。[6] 该数据集的稀有性及其在快速增长行业中的直接适用性提供了独特的竞争优势。虽然访问需要经过 2024 年资产出售后的数据所有权法律验证，并需要应对当前的运营重启，但该数据在该市场的独特性使得尽职调查的投资物有所值。⚠ 尽职调查（有价值的数据，可协商的访问权限）：Small Robot Technology Ltd 在原实体破产后最近收购的资产；数据所有权在 2024 年资产出售期间转移，需要法律验证；运营规模目前处于重启阶段，影响即时数据可访问性。· 公司：收购了 Small Robot Technology Ltd。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
这些证据共同证明 Smallrobotcompany 拥有一个独特的、多模态的数据集，将自主机器人遥测与精细的单株农业成果联系起来。对于开发针对快速增长的农业机器人领域的预测性维护模型的工业人工智能供应商来说，这是一个稀有的资产。随着农用设备预测性维护的全球市场预计到 2025 年将达到 18 亿美元，该数据集为训练和验证能够占据这一高增长市场可观份额的算法提供了直接途径。
See dimension details ↓- Dataset Specificity62
主导的 '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 Rarity46
专有领域数据（公开会降低稀有度）
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 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 Demand80
人工智能买家需求强劲，这得益于高增长的农用设备预测性维护市场，该市场正以 13.4% 的复合年增长率扩张。[6]
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility56
公开/API 访问
How legally easy the data is to obtain and use — open/API access scores high; PII or regulated data scores low. - Acquisition Feasibility35
高难度，收购了 Small Robot Technology Ltd
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 个命中
How solid the proof is that the company holds this data — diversity of evidence types and number of hits. - Right to License70
所有权=公司所有，许可=权利不明确
Whether the company can legally license the data out — based on ownership and licensing complexity. - Corporate Independence45
收购了 Small Robot Technology Ltd
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 Audit0
⚠ 审查 — 目标公司 Small Robot Company 于 2024 年 2 月停止交易并进入清算，使其成为一家已注销实体。问题：Small Robot Company 于 2024 年 2 月进入破产管理/清算程序。[2, 5, 6, 7, 8]；公司已停止交易，所有员工均被解雇。[7]；已任命管理人（Kroll）出售公司资产和知识产权。[6, 7, 8]；公司网站现已重定向至 AgXeed，这是一家独立的自主农业领域公司，但没有证据表明直接收购了整个公司。
- Deep Qualification50
✓ 通过 — 目标公司运营着一项“农业即服务”模式，生成了一个高度连贯且有价值的传感器遥测数据集，但原公司已于 2024 年 2 月进入清算，数据所有权和访问权限完全取决于管理人资产出售条款的未知内容。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Image collection
该公司拥有数百万张高分辨率的单株图像，这对于训练计算机视觉模型以识别不同土壤类型和生长条件下的作物健康状况和杂草存在情况至关重要。
IoT / sensor data
这些时间序列数据捕获了自主机器人的真实运行遥测数据，为构建预测性维护算法提供了关键输入，这些算法可以预测组件故障并优化性能。
Data catalog / marketplace
一个集中且结构化的多模态数据库提供了关键的“地面实况”，将传感器输入与单株智能和产量结果联系起来，从而能够验证复杂的优化模型。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Smallrobotcompany 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 for farm equipment market = $1.8B in 2025, CAGR 13.4% (source: Dataintelo). Investment score 30.0/100 (confidence 0.49). Recommended action: Partnership (group-level).
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