Dataset opportunity
Semios — 传感器遥测数据集机会
Semios 持有的海量传感器遥测数据集，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
62%
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)
全球智慧农业市场在 2024 年的估值为 253.6 亿美元，预计复合年增长率为 14.6%（来源：Grand View Research）。[2]
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
Semios 作物管理平台（智能衍生品）
source ↗
Profile
Dataset profile
Type
传感器遥测数据集
Modality
时间序列
Sector
其他
Volume
大
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
Semios 拥有一个专有的传感器遥测数据集，其中包含十多年来从客户农场物联网设备收集的高分辨率时间序列数据。该丰富的数据集包括详细的微气候、病虫害、地理空间和设备维护日志，非常适合开发和训练用于农业应用的高精度预测性维护模型。
该数据的价值体现在其所针对的市场；全球智慧农业市场在 2024 年的估值为253.6 亿美元，预计将以14.6% 的复合年增长率扩张。[2] 虽然由于专有传感器网络和过去收购带来的数据集成复杂性，访问需要进行谈判，但该物联网数据无与伦比的历史深度和稀有性代表了寻求利用这一高增长行业的人工智能买家的一项重要资产。⚠ 尽职调查（有价值的数据，可协商的访问权限）：数据通过客户农场上的专有物联网传感器收集，形成了服务提供商和客户所有权的混合体；历史深度显著（10+ 年）的高分辨率微气候和病虫害数据；公司已收购其他实体（Agworld、Altrac），这可能会使数据集成复杂化，但增加了总资产价值。· 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 Semios 拥有由遍布140 万英亩高价值特种作物上的20 万多个已部署物联网设备生成的庞大专有时间序列数据集。这些独特的数据是工业人工智能供应商寻求构建和验证下一代农业设备预测性维护模型的基石资产。在年增长率接近 15% 的智慧农业市场中，该数据集提供了优化农业科技服务物流和占领可观市场份额所需的地面真实数据。
See dimension details ↓- Dataset Specificity86
主导的“物联网数据”，行业其他，4 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 Rarity94
专有领域数据
How scarce and proprietary the data is. Unique domain data scores high; openly available data lowers it. - Dataset Volume76
7 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 Value94
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
人工智能买家需求旺盛，这得益于智慧农业市场的快速增长，该市场正以 14.6% 的复合年增长率扩张，为数据驱动的预测性维护解决方案创造了巨大的机会。[2]
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 Strength83
4 种证据类型，7 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 个数据需求信号（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，5 个近期外部信号 — 超出已货币化部分的专有数据
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 — 公司的核心业务是销售“精准农业即服务”平台，该平台提供数据分析和人工智能驱动的洞察，使其成为智能的销售商，而不是合适的目标。问题：核心业务是销售智能：Semios 的收入模式是其作物管理平台的订阅服务，该平台提供数据驱动的洞察分析；产品是数据/智能：该公司明确将其产品描述为“数据分析平台”和“精准农业即服务”。
- Deep Qualification80
✓ 通过 — Semios 提供数据驱动的农业服务和工具，而非原始数据，使其成为数据持有者。数据所有权很可能在 Semios 和其农场客户之间混合，并且在无法访问具体合同的情况下，确切的许可权不明确。拟议的“传感器遥测数据集”非常重要。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
press
- “Pour préserver la qualité de l’eau, Bruno Durand implante du sarrasin et des trèfles avec son colza afin de se passer d’herbicides, en partenariat avec le syndicat d’eau du bassin rennais.”
- “Les biens faisant l’objet d’une attribution préférentielle sont estimés en tenant compte, s’il y a lieu, des charges les grevant.”
- “L’institut de l’élevage vient de publier les résultats du contrôle laitier pour l’année 2025. Dans quinze départements, la moyenne brute par vache dépasse 10 000 litres.”
IoT / sensor data
这是来自20 万多个已部署物联网传感器网络的原始时间序列遥测数据，提供了十多年的运营和环境数据，非常适合训练预测模型。
Maintenance logs
这些证据指向结构化的现场服务活动日志，包括设备安装和维护，这对于标记传感器数据以训练和验证预测性维护算法至关重要。
Geospatial data
这是表格数据，详细说明了遍布140 万英亩以上的地理分布和作物类型，允许人工智能模型针对特定的农业环境进行分段和验证。
Industrial data
这表明该数据集集成了多个工业数据流，包括病虫害、天气和灌溉输入，为构建复杂的多变量模型提供了农场运营的整体视图。
Marketplace
Dataset details
Geographic coverage
Global
Time range
Over 10 years historical + real-time
Update frequency
Real-time
Delivery
API or S3 bucket (negotiable)
Formats
Time Series, JSON
License
One-time license for internal use, model training, and development. Specific usage restrictions apply and are subject to negotiation.
Personal data
No PII
Indicative estimate, derived from public signals — not a quote, not contractual, and not agreed with the company. Is this your company? Correct it.
This proprietary, high-volume, real-time sensor telemetry dataset is exceptionally valuable for predictive maintenance in the rapidly growing smart agriculture market. Its rarity and scale, covering over 1.4 million acres, position it at the higher end of exclusive data assets.
Detailed schema & sample available on access request.
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This listing was generated automatically from public signals. It is not verified, and we are not affiliated with this company.
Coverage
Scanned sources
Deliverable
Premium dataset report
Semios Sensor Telemetry — a Large sensor telemetry dataset (Time Series modality) in the other domain. Primary AI use-case: Predictive Maintenance. Market signal: Global Smart Agriculture market was estimated at $25.36 billion in 2024, projected to grow at a CAGR of 14.6% (source: Grand View Research). [2]. Investment score 48.0/100 (confidence 0.62). Recommended action: Acquire.
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