1. IntakeCapture the embroidery constraints first
Every run starts with artwork, target size, color count, fill preference, and operator notes. Those constraints shape whether a design can become a clean satin, fill, running-stitch, or manual-review candidate.
2. GenerationGenerate files from rule-sourced decisions
The engine records region-plan decisions before machine files are exported. That prevents reports and stitch output from drifting apart.
3. EvidenceSeparate software-ready from production-approved
PES/DST output, score thresholds, jump counts, trims, and Ink/Stitch markers can support software readiness. Physical sewout evidence is still required before production approval.