News & Insights
Data Deals Briefing
Daily, sourced analysis of the global market for data — acquisitions, AI-data partnerships, funding and regulation.
Data Academy
New to buying or selling data? Start with our practical guides.
How Much Is Your SME Data Worth? 7 Monetizable Asset Classes
Discover the seven core families of data assets your organization can monetize and learn the specific criteria buyers use to value proprietary datasets in the AI era.
Read the briefing →How to Value and License Proprietary Image Datasets for AI Training
Learn the specific valuation drivers for non-public image datasets and the licensing structures used by industrial and medical organizations to monetize their visual archives.
Read the briefing →Monetizing Rare Language Data: A Guide for AI Training Corpora
As English-centric AI models hit a performance ceiling, the demand for low-resource language (LRL) data is skyrocketing. Learn how to audit, price, and license your unique linguistic assets to global AI developers.
Read the briefing →How to Value Egocentric Video Datasets for Robotics Training
Learn how to transform industrial video archives into high-value AI training assets. This guide covers technical requirements, valuation drivers, and the growing demand for manual gesture data.
Read the briefing →How to Monetize Expert Reasoning for Specialized AI Training
Learn how to value and package professional expertise—from medicine to law—as high-margin training data for next-generation AI models. This guide covers market rates, reasoning formats, and licensing frameworks.
Read the briefing →Buy vs. Build Data: When is External Acquisition More Cost-Effective?
Learn the three critical triggers for purchasing external data and how to evaluate ROI against internal collection costs. This guide provides a decision-grade framework for data acquisition in the AI era.
Read the briefing →The Data Audit Survival Guide: Passing Institutional Due Diligence
Learn the five critical technical and legal benchmarks institutional buyers use to evaluate data assets. This guide provides a decision-grade framework to fix 'deal-killer' errors before they devalue your data.
Read the briefing →Can You Legally Sell Customer Data? The GDPR Monetization Framework
Learn the critical distinctions between personal and anonymous data to monetize your assets safely. This guide provides a 5-point compliance checklist for data owners and buyers entering the AI market.
Read the briefing →8 Steps to a Structured Data Sale: The Professional Brokerage Playbook
Learn the industry-standard workflow for high-value data transactions. This guide covers the 8 essential stages and 4 legal protections required to secure institutional data deals.
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