MJM Process Specialty Piping Systems logo MJM QAAI

Platform Relationship

n8n moves the workflow. Codex helps the workflow think.

n8n is the trigger and transport automation layer. Codex / MJM QAAI is the processor and smart review layer.

n8n Role

  • Watch controlled folders.
  • Trigger notifications.
  • Move or route files.
  • Create workflow logs.
  • Connect systems and handoffs.

Codex / MJM QAAI Role

  • Read context and source records.
  • Check completeness and traceability.
  • Identify gaps and release risks.
  • Prepare review outputs.
  • Support human approval decisions.

Quality Boundary

n8n does not make quality decisions. Codex does not replace human approval. Together, they support controlled workflow movement and stronger review, while final acceptance remains a human quality decision.