Dataset opportunity
Rocklink — 工业运营数据集机会
Rocklink 持有的中等工业运营数据集，可用于工业监控和预测。
Score
66.5
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
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
全球稀土元素市场规模为 41.2 亿美元（2025 年），预计复合年增长率为 10.20%（2026-2034 年）（来源：Fortune Business Insights）。[9]
Recent dated external facts that triggered this opportunity — auditable provenance.
- 📰press2026-07-21
US Departments of Energy and Labor ink MoU to accelerate AI deployment in mining sector
mining.com ↗ - 📰press2026-07-21
ERI, Cyclic Materials partner to recover and recycle rare earths from e-waste
mining.com ↗ - 📰press2026-07-21
Permitting reform key to challenging China’s critical minerals dominance: US mining lawyer
mining.com ↗ - 📰press2026-07-21
Silver price jumps 5%, gold attracts bargain hunters above $4,000
mining.com ↗ - 📰press2026-07-21
Copper price nearing US record as premium doubles, Shanghai stockpiles drop 82%
mining.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
工业运营数据集
Modality
时间序列
Sector
工业
Volume
中等
Freshness
定期
Rarity
中等
Accessibility
受限
Legal
公司所有 — 许可干净 · PII/受监管
Buyer persona
工业人工智能集成商
Rocklink 持有一个专门的工业运营数据集，采用时间序列模式，详细记录其稀有金属回收过程。该数据集包含一个专有数据库，其中包含超过 3,000 个稀土材料流数据点、来自废料和电池组件的内部化学分析记录以及利基贸易数据。这些详细信息非常适合开发先进的工业监控人工智能模型，以优化产量、预测材料质量并提高运营效率。
商业价值直接与稀土元素市场挂钩，该市场在 2025 年的价值为41.2 亿美元，预计到 2034 年的复合年增长率将达到 10.20%。[9] 尽管其专有性质需要协商访问，但这种物理流、化学成分和利基市场定价数据的独特组合在一个高度有价值且具有战略意义的增长领域提供了决定性的竞争优势。⚠ 尽职调查（有价值的数据，可协商访问）：超过 3,000 个稀土材料流数据点的专有数据库；废料和电池组件的内部化学分析记录；耐火金属的利基市场贸易和定价数据 · 公司：独立。
Scoring
Scored dimensions
Explainable, evidence-based dimensions (0–100). The radar shows the investment axes.
这些证据证明 Rocklink 拥有独特的数据集，详细记录了稀土元素的工业回收过程，结合了来自ISO 标准实验室测试的高保真时间序列数据以及丰富的材料流目录。对于工业人工智能集成商而言，这些数据对于开发预测性监控模型至关重要，这些模型可以优化回收效率和材料质量。在一个预计年增长率超过 10% 的市场中，该数据集通过实现更高效、更有利可图的资源回收，提供了关键的竞争优势，直接应对了全球供应链压力。
See dimension details ↓- ICP Audit83
✓ 目标明确 — Rocklink 是一家德国稀有金属回收和贸易公司，一家真正的运营企业，肯定会产生专有数据作为副产品；然而，它也充当贸易代表，其研发部门提到了一个数据库，这表明它可能比典型的休眠数据持有者更懂数据。问题：该公司有两个部门：“稀有金属回收”和“贵金属与化学品”，后者充当制造商的贸易代表/代理商；该公司研发页面提到维护一个包含 3,000 多个数据点的数据库来评估新的废料来源，这表明他们已经积极使用；Pitchbook 仅列出 1 名员工，这非常可疑，因为该公司描述的年运营量超过 20,000 吨，并在其网站上列出了 4 名团队成员。
- Deep Qualification80
✓ 通过 — Rocklink 是一家专业的稀有金属和电池回收商；它不销售数据，使其运营数据成为一项休眠资产。所描述的数据集是其核心业务的合理副产品。已确认近期在印度进行了重大扩张。
- Dataset Specificity78
占主导地位的“工业数据”，行业为工业，2 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 Rarity46
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 Volume52
3 条证据命中
Apparent scale of the data, inferred from the number of evidence hits and any explicit volume mentions. - Dataset Freshness62
API/开放（当前）
How current the data stays — real-time/streaming scores highest, periodic dumps lower. - Training Value74
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 Demand90
人工智能买家需求旺盛，这得益于在关键且快速增长的稀土元素市场（预计复合年增长率为 10.20%）中对预测性洞察和流程优化的需求。[9]
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility44
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 Feasibility62
低难度，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 条命中
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=拥有，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 数据胃口信号（0 类型）
How actively the company invests in data, measured by its data-appetite signals (hires, products, APIs…). - Dormant Data Surplus70
盈余=中等，5 条近期外部信号 — 超出已货币化数据的专有数据
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.
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Data catalog / marketplace
这是一个结构化的数据库，对稀土材料流进行编目，包含超过 3,000 个数据点，对于训练人工智能评估和优化废料来源至关重要。
Industrial data
这是来自内部测试实验室的高保真时间序列数据，根据ISO 标准生成，非常适合训练可靠的工业流程监控模型。
Transaction data
这是一系列详细的贸易记录，以表格形式呈现，包括年度出口价值，允许模型将运营数据与财务绩效联系起来。
Marketplace
Dataset details
Detailed schema & sample available on access request.
Coverage
Scanned sources
Deliverable
Premium dataset report
Rocklink Industrial Operations — a Moderate industrial operations dataset (Time Series modality) in the industrial domain. Primary AI use-case: Industrial Monitoring. Market signal: Global Rare Earth Elements Market size was USD 4.12 billion in 2025, projected to grow at a CAGR of 10.20% (2026-2034) (source: Fortune Business Insights). [9]. Investment score 66.5/100 (confidence 0.49). Recommended action: Data Sharing Agreement.
From the marketplace
Explore live data opportunities
Flashforest — 传感器遥测数据集机会
View opportunity →工业Wasterobotics — 工业运营数据集机会
View opportunity →其他Dryad — 传感器遥测数据集机会
View opportunity →