Legacy sewing factories are islands—manual, opaque, and immune to traditional digitization. At Resonance, we’ve built the MetaOne and CreateOne systems to express design intent in precise, machine-readable code. But for that intelligence to loop and learn, the real world must speak back.

Your role is to turn legacy factory analog chaos into a feedback-rich digtial execution layer—so every stitch, deviation, and defect becomes structured data that trains our AI operating system, CreateOne to get smarter with every run.

You’ll transform cut-and-sew operations into “compute nodes”: certified factories that interpret digital instructions, execute them reliably, and stream back telemetry. You’ll design onboarding protocols, diagnose operational friction, and shape experiments that allow our systems to learn—not just from patterns, but from people and machines in motion.

This is AI-first manufacturing—but AI can’t learn from noi...