Dataset Investment Intelligence

Every dataset
has a market.

d-nvest finds that market, prices the data and runs the deal — whether you hold a dataset worth selling, or need one nobody has listed.

9,607

Signals→ map

1,688

Scans→ map

Live dataset cockpit702 scored
SpecificityRarityVolumeTraining ValueBuyer DemandEvidence StrengthData Orientation

Strongest Buyer Demand (95) · Watch Data Orientation (22)

Axes scored 0–100 from detected evidence · top-ranked of 702 datasets

I have data

Find out what it's worth — and who is already looking for it.

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I'm looking for data

Describe a territory, industry or kind of dataset — d-nvest finds a matching real data-holder. Results land in your private showcase below.

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Our thesis, in two minutes

Two short films on why the next generation of AI won't be trained on the web — and where its data actually lives.

All analysis

Data Academy

New to data monetisation? Get the essentials in 3 min.

All guides
3 min read

Is Your Data Worth Money?

The European data market exceeds €115 billion. Discover the 7 data families your SME can monetize — and which ones are dormant within your organization.

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3 min read

What is a Dataset Worth?

Cost, market, buyer value, future cash flows: depending on the method, the value of the same file can vary by a factor of 25. Learn how to cross-reference methods.

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3 min read

How a Data Transaction Works

From sourcing to delivery: the 8 steps of a structured data sale, and the 4 protections (mandate, NDA, license, escrow) that secure the deal.

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3 min read

What you are entitled to sell

Personal or not? Anonymous or pseudonymous? What legal basis for transfer? The 5-question checklist to monetize your data without GDPR risk.

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3 min read

5 Mistakes That Drive Buyers Away

Dirty data, zero documentation, unclear rights, arbitrary pricing, and unmanaged GDPR: the 5 anti-patterns that kill a sale — and their fixes.

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3 min read

Why Buy External Data?

Training an AI, enriching a CRM, understanding a market: external data is a lever. When to buy it rather than produce it — and with which use cases.

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3 min read

Buying Data Without Mistakes

Provenance, rights, GDPR, quality, contract, transaction security: the checklist to verify a dataset BEFORE paying.

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3 min read

Your Expertise is Gold for AI

AI labs are no longer buying $3 images: they are paying experts (doctors, lawyers, engineers) to verbalize their reasoning. Yours has value too.

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3 min read

Your workshop videos are worth a fortune

AI is critically lacking real-world manual gesture videos. If your business films or can film its gestures, you hold a nearly unobtainable data asset.

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3 min read

Your rare language is missing for AI

AIs speak English. For underrepresented languages, dialects, and sign languages, data is scarce—and expensive to produce. Yours has value.

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3 min read

Your Specialized Images Are Rare

Medical imaging, industrial defects, finely annotated biodiversity: these images do not exist on the open web. If your business produces them, you hold a rare asset.

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3 min read

Acquire Rare, Compliant Data

For data teams in labs and annotators: why licensed and traceable data reduces your AI Act declaration burden — and where to find the rare.

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Live pipeline

Dataset Opportunity Pipeline

Top 10 dataset opportunities by investment score · See full Catalog →

01
86

Treenergy — Inspection Reports Dataset Opportunity

Large inspection reports dataset held by Treenergy, usable for Document Intelligence and Defect Detection.

Inspection Reports DatasetDocumentindustrial🌍 France treenergy.fr· 6 evidence2 data signals

Document Intelligence · buyer: Document-AI / IDP vendors

02
85

Cleanpower — Search & Query Logs Dataset Opportunity

Large search & query logs dataset held by Cleanpower, usable for RAG and Search Relevance.

Search & Query Logs DatasetTextother🌍 United States cleanpower.com· 24 evidence4 data signals

RAG · buyer: LLM application teams & enterprise search vendors

03
84

Tolid — LLM-annotated corpora: crypto news, biomedical patents, beauty video

A data company selling the corpora it built — and still operating the pipeline that built them.

LLM-annotated corpora / knowledge graphstextAI training data🌍 France tolid.io· 0 evidence

Domain LLM training, knowledge graphs, sentiment models · buyer: Publishers of domain LLMs and financial-NLP models · pharma and biotech R&D (patent intelligence) · cosmetics groups and beauty-tech · data vendors who want to train their own classifier. NOT hedge funds or signal vendors for the crypto corpus — it carries no alpha, and we say so.

04
83

Stratacleanenergy — Maintenance Logs Dataset Opportunity

Moderate maintenance logs dataset held by Stratacleanenergy, usable for Predictive Maintenance and Anomaly Detection.

Maintenance Logs DatasetTime Seriesindustrial🌍 United States stratacleanenergy.com· 5 evidence3 data signals

Predictive Maintenance · buyer: Industrial AI & maintenance-optimization vendors

05
83

Rarukautomation — Maintenance Logs Dataset Opportunity

Large maintenance logs dataset held by Rarukautomation, usable for Predictive Maintenance and Anomaly Detection.

Maintenance Logs DatasetTime Seriesindustrial🌍 United Kingdom rarukautomation.com· 7 evidence

Predictive Maintenance · buyer: Industrial AI & maintenance-optimization vendors

06
83

Gencoreutilities — Geospatial Dataset Opportunity

Large geospatial dataset held by Gencoreutilities, usable for Geo AI and Routing & Forecasting.

Geospatial DatasetTabularindustrial🌍 Canada gencoreutilities.com· 12 evidence2 data signals

Geo AI · buyer: Geospatial-AI & mobility-analytics teams

07
83

Sympower — Developer Data Platform Opportunity

Large developer data platform held by Sympower, usable for Document Intelligence and RAG.

Developer Data PlatformMultimodalother🌍 Netherlands sympower.net· 13 evidence

Document Intelligence · buyer: Document-AI / IDP vendors

08
82

Bladetex — Inspection Reports Dataset Opportunity

Moderate inspection reports dataset held by Bladetex, usable for Document Intelligence and Defect Detection.

Inspection Reports DatasetDocumentindustrial🌍 Canada bladetex.com· 4 evidence2 data signals

Document Intelligence · buyer: Document-AI / IDP vendors

09
82

Arx Robotics — Public Procurement Dataset Opportunity

Large public procurement dataset held by Arx Robotics, usable for Tender Intelligence and Document Intelligence.

Public Procurement DatasetTextother🌍 Germany arx-robotics.com· 7 evidence3 data signals

Tender Intelligence · buyer: GovTech & procurement-intelligence vendors

10
82

Cornishlithium — Industrial Operations Dataset Opportunity

Large industrial operations dataset held by Cornishlithium, usable for Industrial Monitoring and Forecasting.

Industrial Operations DatasetTime Seriesindustrial🌍 United Kingdom cornishlithium.com· 7 evidence2 data signals

Industrial Monitoring · buyer: Industrial AI integrators

News & Insights

Data Deals Briefing

Daily, sourced analysis of the global market for data — acquisitions, AI-data partnerships, funding and regulation.

Dataset Opportunity Radar

Average across the pipeline. Each axis is a scored dimension (0–100) computed from detected evidence — not a decorative shape.

SpecificityRarityVolumeTraining ValueBuyer DemandEvidence StrengthData Orientation
  • Axes (avg / 100)
  • Dataset Specificity87
  • Dataset Rarity77
  • Dataset Volume60
  • Training Value82
  • Buyer Demand90
  • Evidence Strength69
  • Data Orientation42

Opportunity Score Distribution

Each bar = one opportunity's score (0–100). Dashed line = actionable threshold (70). Hover a bar for details, click to open it.

Trend: -1 pts(recent 5 vs earlier, by date)Sort:
treenergy
cleanpower
tolid
stratacleanenergy
rarukautomation
gencoreutilities
sympower
bladetex
arx-robotics
cornishlithium
by opportunity score ↓