Validate source material
Map CSV or XLSX fields, inspect row errors, and commit only after validation.
Catalog operations
Tessaire keeps source history, approved product data, review decisions, quality issues, and channel requirements in one human-controlled path.
Workflow
Map CSV or XLSX fields, inspect row errors, and commit only after validation.
Inspect products, variants, assets, attributes, source history, and AI drafts before accepting changes.
Work through product-page and asset issues while keeping channel requirements visible.
Outputs
Workspace-specific products, variants, assets, approved attributes, and approval history.
CSV or JSON output remains tied to an explicit export state and approval history.
Review and control
Brand settings and AI drafts do not erase imported values or their source history.
Brand-profile requirements can raise review priority without bypassing human decisions.
Built-in assurance
AI-drafted suggestions never become approved product data without a reviewer decision.
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