Company data, buyers and brokersToday’s edition ·
AI Data MonetizationDATAVAL REFERENCE

Selection & fit

Glossary

ANSWER IN BRIEF

Plain-language definitions for company data sales, licensing and independent estimates.

Use the term in context

Definitions help you ask a precise question. They do not replace the actual terms of a buyer proposal or data license. Follow each definition to a practical guide that shows how it affects the company’s decision.

Terms in this reference

Quality & evidence

Data annotation — AI Data Monetization

How labels, judgments and other annotations can make records more useful for a defined AI task.

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Selection & fit

Data broker — AI Data Monetization

The role of a broker in finding a route to market for company data, and how it differs from a buyer.

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Licensing & delivery

Data licensing — AI Data Monetization

The permissions and commercial boundaries to identify when discussing a company data license.

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Data & preparation

Data provenance — AI Data Monetization

How to explain where company data came from and what happened to it before a buyer evaluates it.

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Data & preparation

Dataset — AI Data Monetization

What counts as a dataset when a company prepares operational records for a data buyer or broker.

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Licensing & delivery

Exclusivity — AI Data Monetization

Questions to ask about exclusive and non-exclusive use when comparing company data proposals.

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Selection & fit

Indicative estimate — AI Data Monetization

How to use an independent estimate of company data value without confusing it with a buyer offer.

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Data & preparation

Training data — AI Data Monetization

How operational records relate to training data, evaluation and retrieval use cases.

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Sources for this entry

  1. DataVal — official services — Independent company data estimates, buyer and broker connections, and directory listings. Market intelligence is in development.

Practical checklists are original editorial guidance. Official descriptions do not establish comparative performance.

Continue this reading path

AI Data Monetization: category guide ↗DataVal: company data platform ↗Inventorying records for an AI use case — AI Data Monetization ↗Resource directory ↗

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Cite this entry

AI Data Monetization. “Glossary.” Content reviewed .

https://aidatamonetization.com/glossary/