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Explore workflows

CREATIVE REVIEW · Workflow idea

Help someone explore a style while making clear that a generated try-on is only an illustration.

For authorized work involving a shopper’s chosen garment, voluntarily provided image, product details, and proposed fit visualization, prepare product suggestions and an optional visual preview from an image a shopper has chosen to share. Personal photos and body images are sensitive, and a visualization cannot guarantee fit, appearance, or product performance. Obtain clear consent, minimize and securely delete images, confirm garment details and rights, label illustrative edits, avoid body judgments, and require the shopper to approve any purchase before checkout. Explain information use and retention, obtain required consent, respect source and reuse rights, verify important details, and keep external or consequential actions under human approval.

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
A permitted request about a shopper’s chosen garment, voluntarily provided image, product details, and proposed fit visualization is ready for review
Produces
A private a shopper’s chosen garment, voluntarily provided image, product details, and proposed fit visualization review draft with source checks, uncertainty notes, and human approval status.
Category
Commerce

01 / The starting point

A clear request.
A useful direction.

A defined purpose, authorized source material, and an accountable reviewer

“Prepare a shopper’s chosen garment, voluntarily provided image, product details, and proposed fit visualization from permitted information for a person to review before any external or consequential action.”
An example request · Make it specific to your team.

02 / The work

5 tasks.
One useful outcome.

Prepare product suggestions and an optional visual preview from an image a shopper has chosen to share.

  1. Clear references, assets, and likenesses

    Confirm rights and consent for source work, music, images, brands, voices, and identifiable people.

  2. Check representation and factual claims

    Do not imply an unsupported event, identity, endorsement, product feature, or result.

  3. Inspect every version

    Review the complete asset, captions, sound, edits, disclosures, and intended placement.

  4. Protect originals and private drafts

    Keep source files intact and limit access to working copies and unpublished material.

  5. Approve the exact asset and use

    Have the creator or rights owner approve the final version, audience, and destination.

03 / The result

Something useful.
Something to build on.

A private a shopper’s chosen garment, voluntarily provided image, product details, and proposed fit visualization review draft with source checks, uncertainty notes, and human approval status.

AmbactiWorkflow folio · 5 steps

Review virtual try-on shopping suggestions

Commerce · Example outcome

The handoff

A private a shopper’s chosen garment, voluntarily provided image, product details, and proposed fit visualization review draft with source checks, uncertainty notes, and human approval status.

Keep in mind

Personal photos and body images are sensitive, and a visualization cannot guarantee fit, appearance, or product performance. Obtain clear consent, minimize and securely delete images, confirm garment details and rights, label illustrative edits, avoid body judgments, and require the shopper to approve any purchase before checkout.

04 / Make it yours

Set the brief.
Set the standard.

A few choices shape the work around your team.

Document rights, consent, and attribution

Track licenses, subject permissions, commercial scope, and approved destinations.

Set labeling expectations

Decide when fictional, altered, or illustrative material needs a clear audience-facing label.

Restrict drafts and source files

Limit access and remove unnecessary intermediate copies when their purpose ends.

Keep release with a named owner

Require a person to approve each asset, caption, audience, and release.

Keep exploring

Review social trend content ideas

Use a trend as inspiration without copying a creator or mistaking popularity for endorsement. Verify the source, protect relevant information, and keep consequential choices with an accountable person.

Review short videos and carousel drafts

Make social content engaging while checking rights, accessibility, and every frame before publication. Verify the source, protect relevant information, and keep consequential choices with an accountable person.

Review music drafts and sharing

Explore a musical idea while protecting artists’ rights, voices, and unpublished work. Verify the source, protect relevant information, and keep consequential choices with an accountable person.

Put your next idea to work.

Start with your brief. Make the process your own.

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