Dataset opportunity
Irisolaris — 工业传感器数据集机会
Irisolaris 持有的中等工业传感器数据集，可用于预测性维护和异常检测。
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
48%
Action
合作
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)
全球预测性维护市场 = 2025 年为 151.0 亿美元，复合年增长率为 31.1%。
Recent dated external facts that triggered this opportunity — auditable provenance.
- 📰press2026-10-09
Appel d’offres solaire 100-500 kW : Irisolaris en tête, participation record, prix faible
greenunivers.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.
Profile
Dataset profile
Type
工业传感器数据集
Modality
时间序列
Sector
工业
Volume
中等
Freshness
实时
Rarity
中等
Accessibility
部分
Legal
公司所有 — 可授权许可
Buyer persona
工业人工智能与维护优化供应商
Irisolaris 拥有专有的工业传感器数据集，其中包含其核心运营活动生成的高频时间序列数据。这些丰富的 `iot_data` 和 `business_records` 源自公司在能源、建筑和设备方面的综合专业知识，为训练和验证预测性维护算法提供了独特而真实的数据源。
该数据的商业价值巨大，与全球预测性维护市场的轨迹相似，该市场在 2025 年的估值为151.0 亿美元，预计将以31.1% 的复合年增长率扩张。这种爆炸性的市场增长预示着强烈的买家需求。尽管访问需要协商，因为数据是运营的宝贵副产品，但其稀有性及其直接适用于高价值工业人工智能用例的特性使其成为一项战略资产。⚠ 尽职调查（有价值的数据，可协商访问）：数据是运营活动的副产品；公司提供能源、建筑和设备方面的综合专业知识。· 公司：独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
公开证据证实 Irisolaris 拥有并运营着一个拥有超过2,000个光伏发电厂的大型工业网络，生成专有的时间序列传感器数据。该数据集是开发和验证预测性维护算法的关键资产，使人工智能供应商能够提高设备可靠性并抓住快速扩张的工业优化市场的份额。数据直接反映了现实世界的运营条件，包括设备性能和能源生产，使其对训练强大的 AI 模型极具价值。
See dimension details ↓- Dataset Specificity66
主导的 'iot_data'，工业领域，1 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 Rarity58
专有领域数据
How scarce and proprietary the data is. Unique domain data scores high; openly available data lowers it. - Dataset Volume64
5 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 Value64
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 Demand95
人工智能买家需求异常高，这得益于快速扩张的全球预测性维护市场，预计将以 31.1% 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 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 Strength59
2 种证据类型，5 个命中
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 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，1 个近期外部信号 — 超出已货币化的专有数据
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 Audit50
⚠ 审查 — Irisolaris 的核心业务是开发、建设、运营和维护光伏发电厂，但它还提供一个用于这些资产实时监控和数据分析的应用程序，使其成为智能的销售商，而不仅仅是休眠数据的持有者。问题：公司核心业务包括通过其“IRISOLARIS STORE”应用程序销售智能/分析，该应用程序为客户提供实时监控和数据分析；公司被归类为大型企业（“Entreprise de Taille Intermédiaire”），拥有 200-249 名员工，而非中小企业。
- Deep Qualification90
✓ 通过 — Irisolaris 是一个强大的数据持有者。该公司开发、建设、运营并拥有大量太阳能发电厂组合，作为副产品生成专有的工业传感器数据。虽然一些项目是为保留所有权的客户建造的，但 Irisolaris 明确表示其拥有大量资产基础，使其运营和维护数据成为有价值的、可协商的资产。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
IoT / sensor data
该证据证实 Irisolaris 管理着一个拥有超过2,000个发电厂的网络，可用率高达 98%，这意味着持续的运营时间序列数据流，非常适合训练优化资产性能的模型。
business_records
这些文件确立了 Irisolaris 对其资产的端到端控制，从建设到持续维护，这验证了数据的来源及其与构建复杂的工业人工智能解决方案的直接相关性。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Irisolaris Industrial Sensor — a Moderate industrial sensor dataset (Time Series modality) in the industrial domain. Primary AI use-case: Predictive Maintenance. Market signal: Global Predictive Maintenance market = $15.10 billion in 2025, CAGR 31.1% (source: Market Research Future). Investment score 45.0/100 (confidence 0.48). Recommended action: Partnership.
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