Dataset opportunity
Wasterobotic — 可下载数据资产机会
Wasterobotic 持有的可下载大型数据资产,可用于微调和预训练。
Score
80
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
60%
Action
授权许可
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
全球废物管理人工智能市场在 2023 年的估值为 16 亿美元,预计到 2033 年将达到 182 亿美元,复合年增长率为 27.5%。[10]
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.
Profile
Dataset profile
Type
可下载数据资产
Modality
表格数据
Sector
工业
Volume
大型
Freshness
实时
Rarity
中等
Accessibility
开放/API
Legal
公司所有 — 可授权许可
Buyer persona
领域 LLM 构建者和垂直人工智能初创公司
Wasterobotic 拥有一个独特且有价值的 可下载数据资产,适用于人工智能应用。该数据集不仅仅是 表格数据;它是一个由部署在真实工业回收设施中的专有机器人生成的海量 `图像集合` 和 `物联网数据`。这些结构化数据源自其现有的“机器人验证器”智能产品,为微调先进的计算机视觉和传感器融合模型以进行废物分拣(回收行业中的关键任务)提供了完美的基础。
全球 废物管理人工智能市场 在 2023 年的估值为 16 亿美元,预计到 2033 年将达到 182 亿美元,复合年增长率 (CAGR) 达到 27.5%。[10] 这种爆炸式增长表明人工智能买家对高质量、特定领域数据的强烈需求。虽然访问需要就数据所有权进行合同澄清,但这种专有的工业数据的稀缺性使其成为一项极其宝贵的资产。该数据集直接适用于市场上的主导应用领域——废物分拣和分类,这进一步增强了其战略价值。[10] ⚠ 尽职调查(有价值的数据,可协商的访问权限):数据通过部署在第三方回收设施中的专有硬件(机器人)生成;公司已销售智能产品(机器人验证器),意味着数据是结构化的,但原始资产可能尚未被充分利用;原始传感器日志与客户特定流报告的所有权需要合同澄清 · 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 Wasterobotic 拥有一个独特的多模态数据集,该数据集直接来自其在废物管理领域的工业人工智能和机器人系统。该资产结合了专有的图像、时间序列和表格数据,捕获了从材料检测到高质量分拣的整个过程。对于领域 LLM 构建者和垂直人工智能初创公司来说,该数据是微调模型在预计到 2033 年将达到 182 亿美元的全球废物管理人工智能市场中的关键资产。
See dimension details ↓- Dataset Specificity90
主导的“下载量”,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 Rarity58
专有领域数据(开放降低稀缺性)
How scarce and proprietary the data is. Unique domain data scores high; openly available data lowers it. - Dataset Volume70
6 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
适用于微调
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand92
工业人工智能市场预计将从 2025 年的 63.54 亿美元增长到 2035 年的 2800.1 亿美元,复合年增长率 (CAGR) 为 46.02%。
How strongly AI builders and companies are likely to want this data, based on market signals. - Legal Accessibility78
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 Strength80
4 种证据类型,6 次命中
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=已拥有,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 Orientation73
3 个数据需求信号(3 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 — Wasterobotic 的核心业务是向回收设施销售人工智能软件和机器人系统,而不是持有其自身运营产生的专有数据,这使其成为技术供应商且不适合。问题:公司的核心产品是其人工智能驱动的软件和机器人分拣系统,它将其出售或租赁给回收设施。[3, 4, 5, 6];首席执行官明确表示,“我们不制造相机或机器人。我们制造它们之间的软件”。[6];该公司提供“分拣即服务”
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
Downloads / exports
该公司通过潜在客户表单提供可下载资产,生成表格数据,从而深入了解商业兴趣和潜在的B2B 客户。
Industrial data
该数据集包含来自工业传感器的专有时间序列数据,这些传感器捕获独特的光谱特征,对于训练人工智能模型进行精确的材料分析和识别至关重要。
Image collection
这是来自生产线的工业图像集合,由人工智能材料检测系统捕获,并通过高质量分拣性能进行验证,非常适合训练计算机视觉模型。
IoT / sensor data
该资产包含物联网数据,形式为来自机器人验证器的流报告,提供有关材料组成的详细结构化信息,用于验证和优化分拣算法。
Marketplace
Dataset details
Geographic coverage
Global
Time range
Real-time (implies ongoing collection, specific historical range not provided)
Update frequency
Real-time
Delivery
Downloadable Data Asset
Formats
Tabular, Image Collection, IoT Data
License
One-time license for AI fine-tuning and related industrial applications.
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 dataset's value is driven by its unique multi-modal nature (image, IoT, tabular) directly from industrial AI robotics in waste management, catering to the high-growth AI in Waste Management market. The 'fine-tuning' use case for computer vision and sensor fusion models indicates strong demand for specialized, high-quality training data.
Detailed schema & sample available on access request.
Want this data?
Request access — we broker a secure deal room. Operator-reviewed, no automatic sharing.
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
Wasterobotic Downloadable Data — a Large downloadable data asset (Tabular modality) in the industrial domain. Primary AI use-case: Fine Tuning. Market signal: Global AI in Waste Management market was valued at $1.6 Billion in 2023 and is projected to reach $18.2 Billion by 2033, growing at a CAGR of 27.5%. [10]. Investment score 80.0/100 (confidence 0.6). Recommended action: License.
From the marketplace
Explore live data opportunities
Equispheres — 工业运营数据集机会
View opportunity →工业Field — 工业传感器数据集机会
View opportunity →工业Figure — 工业传感器数据集机会
View opportunity →