AI Draft to Production-Ready: Refinement Workflow in Skema3D

AI drafts are useful for direction, but production readiness requires structured refinement.

Use distinct stages to prevent early drafts from being treated as finished designs.

Generate and select one baseline concept with explicit fit and construction intent.

Do not branch deeply before baseline selection.

Stabilize silhouette, component relationships, and front/back consistency.

This is the highest-impact stage for reducing downstream rework.

Run 3D validation and capture technical context once direction is stable.

Package the approved state with revision metadata.

Before marking production-ready, confirm all gates are complete.