Dataset opportunity
Weheat — 可下载数据资产机会
Weheat 持有的可下载大型数据资产，可用于微调和预训练。
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
数据共享协议
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)
全球家庭能源管理系统市场 = 2024 年为 58 亿美元，复合年增长率为 13.8%。
Recent dated external facts that triggered this opportunity — auditable provenance.
- 📰press2026-08-03
Shenling releases new air-to-water heat pump series
pv-magazine.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.
- 📦Data product
自适应智能软件，用于自动家庭优化
source ↗
Profile
Dataset profile
Type
可下载数据资产
Modality
表格
Sector
其他
Volume
大型
Freshness
实时
Rarity
中等
Accessibility
部分
Legal
公司所有 — GDPR 敏感（PII 审查）
Buyer persona
领域 LLM 构建者和垂直 AI 初创公司
Weheat 持有可下载数据资产的表格数据，其中包含其私有住宅供暖系统网络的精细化 `event_streams` 和 `iot_data`。这些信息，包括运行指标和使用模式，非常适合用于微调旨在进行预测性维护、能源消耗预测和需求响应优化的 AI 模型。
该数据位于全球家庭能源管理系统市场内，该市场在 2024 年的估值为 58 亿美元，预计到 2034 年的复合年增长率将达到13.8%。[7] 尽管存在访问复杂性，例如GDPR 敏感性、需要从专有后端进行技术提取以及未经验证的最终用户数据所有权条款，但该数据集的稀有性和真实性为在这个快速扩张的市场中的 AI 开发人员提供了显著的竞争优势。[7] ⚠ 尽职调查（有价值的数据，可协商的访问权限）：数据源自私有住宅 IoT 设备（GDPR 敏感性）；需要从专有云/固件后端进行技术提取；需要验证与最终用户的数据所有权条款 · 公司：独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
这些证据表明 Weheat 拥有独特的、垂直整合的数据集，涵盖其智能热泵的整个生命周期，从制造数据到实际IoT 性能日志。此集合是微调领域特定 AI 的主要资产，特别是用于构建能够预测设备故障、优化能源消耗和自动化技术支持的模型。在一个快速增长的 58 亿美元家庭能源管理市场中，此专有数据为开发下一代智能家居和可持续性应用提供了显著的竞争优势。
See dimension details ↓- Dataset Specificity74
主导的“下载”，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 Rarity58
专有领域数据（开放会降低稀有度）
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 Value74
适合微调
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand85
AI 买家需求旺盛，这得益于家庭能源管理系统市场的强劲增长，该市场正以 13.8% 的复合年增长率扩张，从而产生了对真实 IoT 数据以开发和微调能源效率模型的大量需求。[7]
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility48
开放/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 Feasibility66
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 License62
所有权=公司所有，许可=GDPR 敏感
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 个数据胃口信号（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，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 Audit75
⚠ 审查 — 该公司的核心产品是“Weheat Intelligence”，这是一款随其热泵销售的 AI 软件，用于优化能源使用，使其成为智能/AI 软件供应商，而不是一个好的目标。问题：公司主要价值主张是销售智能作为产品，这是一个明确的排除标准；该产品是硬件（热泵）与专有 AI 软件（“Weheat Intelligence”）捆绑在一起，该软件使用实时数据主动优化性能。[；该公司将其定位为“slim warmteplatform”（智能热平台），并专注于使用 AI、实时数据和用户模式的智能层
- Deep Qualification70
✓ 通过 — Weheat 是一家热泵制造商，其“Weheat Intelligence”软件生成了宝贵的专有 IoT 事件流数据集，使其成为数据持有者；然而，由于缺乏可访问的法律文件，数据所有权和许可条款未知。
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Downloads / exports
持有者拥有结构化的技术文档和客户支持材料，非常适合对产品规格、保修和维修协议进行领域特定语言模型的训练。
IoT / sensor data
这些证据指向由智能软件生成的时序IoT 数据，该软件可适应家庭使用模式，为构建预测性能源优化模型提供了原材料。
Industrial data
Weheat 从其自有工厂生成专有的制造数据，从而实现用于供应链优化的 AI 应用，并将生产变量与现场设备性能联系起来。
Event streams
该公司从热泵的中央控制单元捕获实时事件流，提供对异常检测和远程诊断至关重要的精细化日志。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Weheat Downloadable Data — a Large downloadable data asset (Tabular modality) in the other domain. Primary AI use-case: Fine Tuning. Market signal: Global Home Energy Management System market = $5.8B in 2024, CAGR 13.8% (source: Global Market Insights). Investment score 48.0/100 (confidence 0.62). Recommended action: Data Sharing Agreement.
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