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Visual merchandising

Shop-the-Look preparation

Tessaire turns explainable outfit candidates into authenticated, reviewable Shop-the-Look sets without implying public publication.

PreviewAuthenticated local preview
Audience
Merchandising and styling teams
Problem
Product relationships need reasons, review, set curation, and an honest publish state before they can support a storefront experience.

Workflow

How Tessaire addresses the work.

01

Generate explainable candidates

Preview

Rule-based compatibility uses product evidence and records readable reasons and bounded confidence.

02

Review relationships

Preview

Workspace users approve or reject candidates before they can inform a set.

03

Curate a saved set

Preview

Approved relationships can become ordered, role-labelled products in a workspace preview.

Outputs

What the workflow prepares.

Governed outfit set

Sets retain lifecycle, source relationships, notes, ordered items, and reviewer context.

Preview

Preview or staged output

Output state says preview, staged, blocked, unsupported, failed, or verified pushed.

Preview

Review and control

What keeps the outcome honest.

No silent publishing

A pushed state is rejected unless an approved destination operation returns evidence.

Available

Public storefront delivery

Anonymous access, tokens, cache policy, revocation, and public rate limits are not implemented.

Planned

Availability

The remaining boundary stays visible.

01

Verified destination operation

Externally blocked

A real target contract and credentials are required before storefront success can be claimed.

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