How we publish our guides

Useful explanations, traceable sources, and a clear distinction between facts and recommendations.

North Fox Digital publishes practical information for organizations considering AI data licensing. Neil Fox leads the service and is the contact for questions about an opportunity. Articles are published under the North Fox Digital name; that byline does not claim a separate research staff or professional legal, tax, or security accreditation.

Research and writing

We use AI-assisted research and writing. Guides link to primary sources such as buyer program pages, official documentation, and government guidance. Our recommendations and worked examples are identified as such. A buyer’s marketing example is not a verified market average or a promise to another organization.

What the dates mean

Each guide displays its publication date. A changed article displays an updated date when the content is revised. Source-check dates appear with the references. A date change does not imply that a buyer has reviewed your organization.

Commercial relationships

North Fox Digital is independent. A licensing company may pay us a referral fee if an approved introduction results in a qualifying transaction. We explain the relevant relationship before you proceed. We do not publish invented client results, testimonials, or buyer endorsements.

Estimates and examples

The calculator uses recorded outputs from a public buyer calculator. North Fox Digital interpolates between observed inputs, selects a midpoint, and rounds it. This is a planning benchmark, not the buyer’s internal pricing system or an estimate of your probability of acceptance. See the estimator methodology for the assumptions, limitations, and source context.

Corrections

If you spot an outdated statement or a source that no longer supports a claim, contact Neil with the page address and the issue. We can correct, clarify, or withdraw an article. Published updates preserve the original publication date.

Photography

Stock photography illustrates ordinary work and nonprofit activity. The people and organizations pictured are not presented as North Fox clients or endorsers. See photographer credits and sources.