Dataset opportunity
Agform — 工业运营数据集机会
Agform 持有的中等工业运营数据集，可用于工业监控和预测。
Score
45
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
51%
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)
全球工业物联网市场预计在 2026 年的价值为 2142.5 亿美元，预计复合年增长率为 20.7%（2026-2033 年）。
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
工业运营数据集
Modality
时间序列
Sector
工业
Volume
中等
Freshness
实时
Rarity
高（专有）
Accessibility
受限
Legal
公司所有 — 许可权待澄清
Buyer persona
工业人工智能集成商
Agform 持有一个全面的工业运营数据集，由高频时间序列数据组成。这包括来自运营传感器的精细化 `iot_data` 和来自专有化学制造过程的详细 `industrial_data`，使其特别适合开发复杂的工业监控人工智能模型。
全球工业物联网 (IIoT) 市场预计在 2026 年的价值将达到2142.5 亿美元，并预计以 20.7% 的复合年增长率增长。虽然访问需要应对与专有化学知识产权、第三方农场数据和监管保密性相关的复杂性，但该数据集的稀有性和深度在这个高增长市场中提供了显著的竞争优势。⚠ 尽职调查（有价值的数据，可协商的访问权限）：数据与专有化学知识产权和专利紧密相关；现场测试数据可能涉及第三方农场地点；监管数据（DEFRA/EPA）可能存在保密限制 · 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 Agform 拥有专有的时间序列数据集，捕获了从研发到质量控制的端到端工业配方生命周期。此类数据对工业人工智能集成商来说需求量很大，用于构建复杂的工业监控和流程优化模型。在全球工业物联网市场预计到 2026 年将超过 2140 亿美元的情况下，该数据集提供了一个难得的机会来训练直接提高产品性能和稳定性的人工智能。
See dimension details ↓- Dataset Specificity90
占主导地位的 'industrial_data'，行业为工业，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 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 Value84
适用于工业监控
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand95
人工智能买家需求极高，这得益于工业物联网市场的快速扩张，该市场正以 20.7% 的复合年增长率增长。
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 Strength65
3 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 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 Independence90
独立
Whether the holder can decide alone — an independent company scores higher than a subsidiary of a large group. - Data Orientation22
0 个数据需求信号（0 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 Audit50
⚠ 审查 — Agform 的核心业务是开发和许可农用化学品配方技术和知识产权，而不是作为副产品生成运营数据，因此不适合。问题：该公司的主要产品是其专利配方技术（TransCel®、Envelop®）和相关知识产权，这些技术和知识产权许可给合作伙伴；其业务模式围绕研发、分子建模、制造和生成用于监管提交的 GLP 数据，所有这些都是服务或产品；该公司明确是一家“配方技术公司”，与农用化学品制造商合作；其业务是销售情报和技术；英国实体 'AGFORM TECHNOLOGIES LIMITED' 被列为 '破产管理中'，这表明严重的财务困境或重组，对其运营提出质疑。
- Deep Qualification80
✓ 通过 — Agform 是数据持有者，而不是数据销售商。它开发和许可农用化学品配方技术，作为副产品生成专有的研发、制造和现场试验数据。然而，数据所有权复杂且可能混合，因为与制造商和农民进行了广泛的合作进行测试，这为数据获取带来了重大障碍。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Industrial data
这些证据表明来自核心工业配方过程的详细时间序列数据，对于开发优化产品性能和物理特性的 AI 非常有价值。
Regulatory records
这些证据记录了严格的质量控制和稳定性测试协议，这对于训练监控合规性和预测产品在各种条件下的可行性的人工智能模型至关重要。
IoT / sensor data
这些证据指向来自快速原型设计和现场测试周期的时间序列数据，这对于旨在加速产品开发和验证的人工智能模型至关重要。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Agform Industrial Operations — a Moderate industrial operations dataset (Time Series modality) in the industrial domain. Primary AI use-case: Industrial Monitoring. Market signal: Global Industrial IoT Market is estimated to be valued at $214.25 billion in 2026, exhibiting a CAGR of 20.7% (2026-2033) (source: Coherent Market Insights).. Investment score 45.0/100 (confidence 0.51). Recommended action: Acquire.
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