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CONTENT TRANSPARENCY REVIEW · Workflow idea

Make disclosure decisions visible—and keep a person in control.

Collect generated text or media with the context needed for review. Prepare a disclosure suggestion using your organization’s guidance, then let an authorized reviewer decide whether and how to label the item.

Make it yours See how it works ↓
A Roman aqueduct taking shape from architectural sketch to marble.
A little structure. A clearer outcome.
Starts with
Content submitted for review
Produces
A reviewable content record with a proposed disclosure, reviewer decision, and status showing whether the item is approved, returned, or still awaiting review.
Category
Reviews & approvals

01 / The starting point

A clear request.
A useful direction.

A generated text, image, audio, or video asset with its available context

“Review the content type and supplied context against the disclosure guidance your organization has configured. Prepare a proposed notice and hold the item for a human decision.”
An example request · Make it specific to your team.

02 / The work

6 tasks.
One useful outcome.

Organizes generated content for disclosure assessment, prepares proposed notices for supported content types, and records reviewer decisions.

  1. Collect content and its review context

    Gather the submitted asset and relevant details such as its type, language, origin, and whether it depicts a real person, when those details are provided.

  2. Assess the disclosure question

    Compare the supplied context with the organization’s configured disclosure guidance and make uncertainty visible.

  3. Prepare a proposed notice

    Draft a language-appropriate disclosure for reviewer consideration when the configured guidance calls for one.

  4. Prepare a labeled version when supported

    For supported text or media, prepare the proposed label while keeping the original and the review status available to the reviewer.

  5. Request an authorized human decision

    Let a reviewer approve the proposal, return the item for changes, or apply an allowed text-only editorial exception.

  6. Keep a reviewable decision record

    Record the content’s review status and decision so the team can see what was considered and what remains outstanding.

03 / The result

Something useful.
Something to build on.

A reviewable content record with a proposed disclosure, reviewer decision, and status showing whether the item is approved, returned, or still awaiting review.

AmbactiWorkflow folio · 6 steps

Review disclosures for generated content

Reviews & approvals · Example outcome

The handoff

A reviewable content record with a proposed disclosure, reviewer decision, and status showing whether the item is approved, returned, or still awaiting review.

Keep in mind

This process supports disclosure review; it does not determine legal compliance or replace legal advice. A qualified person must confirm whether a disclosure applies and approve any editorial exception before content is released.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Agree on disclosure guidance

Have qualified policy owners define the cases, languages, and proposed notices the review process should use.

Choose permitted content details

Decide what context is required for review and limit access to submitted assets and associated information.

Name authorized reviewers

Identify who may approve, return, or apply a permitted text exception, and where review requests should be sent.

Test supported content and exception paths

Check text and media examples, missing context, failed label preparation, reviewer return, and pending review before relying on the process.

Put your next idea to work.

Start with your brief. Make the process your own.

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