ByZaynCo commerce operating system
Stop reading dashboards.Start governing decisions.
A private commerce operating system that converts marketplace data, verified product facts and AI analysis into controlled, reversible Etsy operations.
Quality Gate APPROVE requiredExplicit merchant approvalRollback-ready publishing
Executive overview
92Decision readiness
Priority recommendation
Expand the coastal cotton midi family only after validating shared fit, construction and fabric truth across the related listings.
✓PostgreSQL decision history
✓Etsy OAuth operations
✓Product Truth and Families
✓Quality Gate and rollback
Operating system
Built beyond the Alura model.
Research tools display data. ByZayn OS verifies product truth, governs AI output, executes approved Etsy changes and preserves a rollback path for every controlled publishing action.
Product Truth
Create a verified operational record for every listing, including evidence, source, confidence and locked merchant facts.
Product Families
Group related listings around shared construction, fit, fabric and design rules without flattening product-specific differences.
Quality Gate + AI
Use OpenAI analysis inside a governed workflow that can APPROVE, REVISE or BLOCK every optimization proposal.
Controlled Publishing
Publish approved Etsy changes only after explicit merchant confirmation, while retaining the previous listing state for rollback.
Core governance
Automation without surrendering control.
Every recommendation remains evidence-backed, quality-gated, explicitly approved and reversible. The system accelerates merchant judgment without bypassing merchant ownership.
Truth before optimization
Listing proposals must be grounded in verified product facts.
Quality Gate before publishing
Only APPROVE decisions can advance to merchant confirmation.
Approval and rollback by design
Publishing requires explicit approval and retains a recovery path.
ByZaynCo private infrastructure
Launch workspace