Dataset opportunity
Cyclair — 传感器遥测数据集机会
由 Cyclair 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
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)
全球精准农业市场 = 2025 年为 151 亿美元，复合年增长率为 12.7%。
Recent dated external facts that triggered this opportunity — auditable provenance.
- 📰press2026-09-07
French cooperative Océalia takes stake in weeding robot developer Cyclair
futurefarming.com ↗
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
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
Cyclair 持有其自主农业机器人生成的专有传感器遥测数据集。此时间序列数据包括高分辨率标记图像和各种iot_data流，使其非常适合开发和训练旨在预测真实农业条件下设备故障的预测性维护算法。
全球精准农业市场，由此类数据驱动，2025 年估值为151 亿美元，预计将以12.7% 的复合年增长率增长。虽然访问此数据集需要协商，因为它是由专有自主硬件生成的，并且可能与农民共享所有权，但其独特的高分辨率性质为该快速扩张市场中的人工智能买家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）：数据由专有自主硬件（机器人）生成；数据集包括高分辨率标记农业图像；可能与农民共享特定田间遥测数据 · 公司：独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
这些证据证实 Cyclair 拥有其自主农业机器人生成的传感器遥测的高稀有度数据集。该数据捕获了智能导航系统和机械工具的真实性能，使其成为开发预测性维护模型的首选资产。对于工业和农业领域的人工智能供应商而言，该数据集为优化设备正常运行时间和性能提供了直接途径，以应对快速扩张的精准农业市场，该市场预计到 2025 年将达到 151 亿美元。
See dimension details ↓- Dataset Specificity74
占主导地位的 '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
买家对农业物联网和遥测数据的需求极高，这得益于精准农业市场以 12.7% 的复合年增长率快速扩张。
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，1 个近期外部信号 — 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 — 该公司的核心业务是开发和销售用于农业除草的人工智能驱动的自主机器人，而不是将数据作为副产品积累，这使其成为技术供应商，并且不适合。问题：最初关于 Cyclair 处理与空气质量相关的“传感器遥测数据集”的假设是不正确的；他们的业务是农业机器人技术；该公司的整个商业模式都基于销售包含人工智能和智能的产品（机器人）；他们是技术/硬件供应商，这明确排除了 ICP；他们的商业模式包括直接销售、分销网络和机器人即服务 (RaaS)，所有这些都是销售其核心技术产品的形式。
- Deep Qualification70
✓ 通过 — Cyclair 是一个数据持有者，作为其核心业务的副产品，从其自主农业机器人生成有价值的传感器遥测和图像。数据所有权可能与农民共享，并且在没有具体法律文件的情况下，许可权不明确。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Image collection
这些证据指向一个用于训练计算机视觉模型的数万张农业图像集合，用于田间导航，这是开发任何自主农业解决方案的基础资产。
IoT / sensor data
此样本证实了从嵌入式智能导航系统生成时间序列数据，直接记录了机器行为，对于预测性维护和性能优化模型具有价值。
Industrial data
这描述了工业数据的来源：一个使用机械工具的自主除草机器人，它生成遥测数据，直接将人工智能驱动的命令与真实的设备性能联系起来。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Cyclair Sensor Telemetry — a Moderate sensor telemetry dataset (Time Series modality) in the other domain. Primary AI use-case: Predictive Maintenance. Market signal: Global Precision Farming market = $15.1 billion in 2025, CAGR 12.7% (source: Grand View Research). Investment score 47.5/100 (confidence 0.49). Recommended action: Acquire.
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