Pylon's founders say a 1,000-person support team hit 50% ticket deflection and headcount didn't move.

At SaaStr AI Day, CEO Marty Kausas and CTO Advith Chelikani argued deflection is a lie of composition: ticket count and work volume are different measurements, so automating the easy tickets that consume minimal time leaves the escalated queue and its staffing untouched. Their counter-position is that support chased full auto-resolution, which "gets commoditized," instead of human-plus-AI. Beta numbers on the escalated path: 70% fewer escalations to engineering, 64.5% faster first response, an AWS log query dropping from ~20 minutes to 1–2. This is a direct, sourced rebuttal to the entire per-resolution pricing thesis.