High-volume e-commerce brands processing upwards of 50,000 monthly inbound tickets face an operational ceiling where traditional head-count scaling destroys gross margins. SaaS marketing pitches promise autonomous ticket resolution through retrieval-augmented generation (RAG) and intelligent ticket triage, yet procurement teams routinely run into runaway consumption models and seat-based licensi..