Dataset opportunity
Bentham — 监管记录数据集机会
Bentham 持有的中等规模监管记录数据集，可用于监管 RAG 和合规性 Copilots。
Score
75.1
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
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 RegTech 市场规模在 2025 年估值为 243 亿美元，预计复合年增长率为 21.1%（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
监管记录数据集
Modality
文本
Sector
工业
Volume
中等
Freshness
实时
Rarity
高（专有）
Accessibility
部分
Legal
公司所有 — 可授权许可
Buyer persona
RegTech 和合规性 AI 供应商
Bentham 持有的专有监管记录数据集，数据模态为文本，包含广泛的工业、物联网和监管合规性文档。该数据非常适合监管 RAG 用例，因为它可以训练 AI 导航和生成复杂、特定领域的监管框架的见解，直接解决工业领域的合规性和报告挑战。[16, 19]
该数据定位在全球RegTech 市场内，该市场在 2025 年的估值为243 亿美元，预计将以 21.1% 的复合年增长率增长。[4] 尽管存在访问复杂性，例如专业数据格式和领域专业知识的需求，但该市场的高增长性质凸显了该数据集的巨大价值。[4] 对 AI 驱动的合规自动化日益增长的需求使其成为寻求获得竞争优势的 AI 买家的稀有且有价值的资产。[4, 9] ⚠ 尽职调查（有价值的数据，可协商访问）：专有数据集可能存储在专门的实验室格式（光谱数据）中；测量服务数据的所有权需要根据客户合同进行验证；数据高度技术化，需要领域专业知识才能为 AI 标记 · 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 Bentham 持有专有的监管记录数据集，详细说明了先进工业材料的合规性测试。该数据是RegTech 和合规性 AI 供应商构建下一代监管 RAG 模型的重要资产。在预计到 2025 年将达到 243 亿美元的 RegTech 市场中，这个高稀有度的数据集为光伏和汽车显示器等小众高价值领域提供了地面实况合规性数据，提供了独特的竞争优势。
See dimension details ↓- Dataset Specificity90
主导的“监管”，工业领域，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 Volume52
3 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
适用于监管 RAG
How useful the data is for the target AI use-case — its fit for model training or fine-tuning. - Buyer Demand85
AI 买家需求异常高，这得益于 RegTech 市场 21.1% 的快速复合年增长率，因为企业越来越多地寻求由 AI 驱动的解决方案来管理复杂的监管环境。[4]
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 Feasibility44
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 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=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 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 Surplus92
盈余=高，4 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 Audit100
✓ 良好目标 — Bentham Instruments 是科学光学仪器的制造商，其运营产生的有价值的校准和制造数据似乎处于休眠状态，使其成为理想目标。问题：最初的“监管记录数据集”来源描述不正确；该公司的实际业务是制造实体硬件和提供
- Deep Qualification90
⚠ 需要审查 — Bentham Instruments 是光学测量的工具供应商，而不是数据持有者。其产品生成的数据属于其客户，并且声称的基于文本的监管数据集鉴于其以硬件为中心的业务模式是不可信的。[数据归其客户所有；数据集类型与实际活动相比不可信：目标公司 Bentham Instruments 制造和销售光学计量仪器；它不处理“监管记录数据集”标签所暗示的基于文本的监管文档。[2, 3, 8]]
Evidence
Dataset evidence & lineage
What the typed evidence proves the company holds — reframed for clarity and set against the market.
press
- “<img alt="SPIE Names 59 Fellows" height="600" src="https://www.photonics.com/images/Web/Articles/2026/8/6/thumbnail_72483.jpg" style="width: auto;" width="1000" /><br />SPIE has named 59 fellows of the society. Fellows are members of SPIE who have made significant scientific and technical contributions in the multidisciplinary fields of optics, photonics, and imaging.<br /> <br /> SPIE inducted 59 new fellows for their significant contributions to optics and photonics. In total, 99 SPIE Members were named fellows this year. Courtesy of SPIE. <br /> The newly added fellows include Alexis Vogt o”
- “<img class="img-responsive" src="https://d1v1e13ebw3o15.cloudfront.net/data/94142/pool_and_spa_logo/..jpg" /> <p>To improve efficiency, reliability and safety in the laboratory, while supporting police investigations to deliver faster outcomes for victims, the Queensland Government has announced that two new DNA processing robots are now operational at Forensic Science Queensland (FSQ).</p> <p>The new instruments replace aging equipment that, the government said, contributed to mass-contamination events and major evidentiary backlogs affecting approximately 13,000 cases across Queensland. The”
- “Unser Darm ist von einer kaum fassbaren Zahl an Mikroorganismen besiedelt. Häufig zählt weniger die einzelne Art als das Zusammenspiel der Gemeinschaft. DNA-Analysen zeigen, welche Mikroben vorhanden sind und was sie leisten könnten. Mikrobielle und körpereigene Proteine geben Hinweise darauf, welche Werkzeuge tatsächlich bereitstehen und wie der Körper reagiert. Für die massenspektrometrische Erfassung solcher Proteingemische hat ein Team aus Wien und Freising fünf Messstrategien auf den Prüfstand gestellt.”
Industrial data
这些证据指向光伏设备测试的时间序列数据，这是预测可再生能源领域材料性能和退化模型的宝贵输入。
Regulatory records
这些基于文本的证据证实了详细说明针对国际标准进行的合规性测试程序的记录的存在，这是训练和验证监管 AI 模型的核心资产。
IoT / sensor data
此样本表明了用于汽车抬头显示器的先进光学组件的时间序列测量数据，这与用于质量控制和供应链验证的 AI 应用相关。
Marketplace
Dataset details
Detailed schema & sample available on access request.
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Coverage
Scanned sources
Deliverable
Premium dataset report
Bentham Regulatory Records — a Moderate regulatory records dataset (Text modality) in the industrial domain. Primary AI use-case: Regulatory RAG. Market signal: Global RegTech market size was valued at $24.3 billion in 2025, projected to grow at a CAGR of 21.1% (2026-2033) (source: Grand View Research). [4]. Investment score 75.1/100 (confidence 0.49). Recommended action: Acquire.
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