Track Content Origins When Several Contributors Use AI

Ask every contributor to describe how the material they deliver was created, which parts involved generated output, and which files the statement covers. Keep those records connected to the accepted manuscript and assets. A single project-wide label is not enough when contributors use different processes or when a later revision replaces part of the work.

Request the record with the deliverable

Give contributors a short, concrete reporting request before work begins. Ask them to identify the delivered file, their role, the relevant creation process, and any generated material included in the result. For example, an editor who suggests changes to an author-written chapter is doing different work from a writer who supplies a generated replacement passage. The record needs to describe what happened rather than relying on a vague assurance that the work was improved with AI.

Keep the request proportionate to the assignment. An illustrator should identify the accepted image and its creation process; a translator should describe the translated text they supplied. Do not require unrelated personal account information or collect entire private workspaces. The useful evidence is enough to understand the delivered material and follow up on unresolved questions about its origin, permissions, or publication treatment.

Connect statements to identifiable versions

A contributor’s email can become ambiguous after several rounds of revision. Record the filename or stable asset identifier and the delivery date with the statement. If the delivered chapter is later replaced, preserve the earlier record but make clear that it applies to the earlier version. This prevents a reassuring statement about an abandoned draft from being attached to material created through a different process.

Use a simple inventory when assembling the book. Each accepted contribution should point to its origin record and its location in the publication. That may be a chapter, a set of figures, or a translated section. The inventory does not need to expose every internal production detail to readers, but the publisher should be able to trace the material when preparing the relevant platform disclosures and reviewing responsibilities.

Resolve mixed processes without erasing differences

A chapter can contain author-written prose, an AI-generated example, and an editor’s human corrections. Describe those components at a useful level of detail instead of forcing the entire chapter into one oversimplified label. KDP’s content guidance distinguishes AI-generated content from AI-assisted work and states that editing generated content does not, by itself, remove the generated classification. Apply the current guidance to the actual process you documented.

Do not use a percentage threshold invented by the team. Statements such as mostly human or heavily rewritten can describe effort without answering how the original material was created. Ask a focused follow-up: which passage was generated, what remains in the accepted version, and what was replaced with independently created material? If the answer is uncertain, keep the issue open rather than treating missing information as confirmation of a preferred category.

Keep origin and publication rights as separate checks

Knowing how an image was made does not establish that every depicted or incorporated element can be published. Likewise, a human-written contribution can still contain material that needs permission or correction. Maintain the relevant rights and source records alongside the origin inventory, while keeping the questions distinct. This helps the reviewer avoid approving one concern simply because a different concern has been addressed.

If a contributor includes third-party material, ask for enough information to identify it and understand the claimed basis for use. Do not treat an AI tool’s assurance about rights as a substitute for the relevant evidence. Where the publication decision requires a specific legal assessment, obtain appropriate advice for that situation. The workflow’s role is to reveal the issue and preserve the record, not to manufacture a legal conclusion.

Recheck the inventory after the final handoff

Before preparing the publication submission, compare the accepted files against the inventory. Look for late substitutions, revised translations, replacement illustrations, and passages added during formatting. These changes can bypass the earlier editorial review if everyone assumes that the production phase only changes appearance. Require a new or updated record when a change introduces material created through a different process.

Save the completed inventory with the release files and the current platform guidance used for the disclosure decision. Record unresolved items explicitly and resolve them before treating the package as ready. For a later edition, reuse the inventory as a starting point, then review the changed material. A durable record allows the publisher to explain the actual creation history without reconstructing it from scattered messages months after publication.