Choose a query or seed product
Workspace users start with text, an existing asset, or a selected product.
Digital merchandising
Visual discovery
Tessaire gives merchandising teams focused visual and similar-product workspaces for human review.
- Audience
- Ecommerce discovery and merchandising teams
- Problem
- Visual similarity becomes an opaque promise unless results stay inside each workspace, explain their basis, and remain separate from storefront delivery.
Workflow
How Tessaire addresses the work.
Retrieve within tenant boundaries
Visual ranking stays inside the workspace and brand, with its query evidence recorded.
Apply merchandising filters
Shop Similar can apply readiness, category, source-availability, and fallback rules.
Outputs
What the workflow prepares.
Ranked product summaries
Results use client-safe product data with score and stale or missing embedding state.
Merchandising configuration
Teams can inspect similar-product settings, filters, and evidence before approving a decision.
Review and control
What keeps the outcome honest.
Isolation before ranking
Workspace access, module access, user permissions, and rate limits guard every search.
Workspace access stays controlled
Module access, user permissions, and workspace boundaries protect every search and result set.
Built-in assurance
The workflow keeps accountability visible.
Evidence stays visible
Results expose their query context and stale or missing index state instead of presenting empty certainty.
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