The cost equation changed
Support leaders have always wanted lower cost per ticket. AI gives them a tempting answer. The danger is that a cheaper answer can become a worse customer experience if the bot is wrong, evasive, or slow to escalate.
This is why support hiring will not disappear. It will move toward higher-judgment work.
The roles to watch
AI support lead, conversation QA analyst, knowledge-base manager, escalation specialist, customer operations analyst, and support automation manager are all stronger paths than pure Tier-1 ticket handling.
These jobs sit between product, policy, and customer emotion. That is exactly where automation needs adults in the room.
What good teams measure
Do not measure only deflection. Measure resolution quality, escalation accuracy, repeat contacts, refund leakage, and customer trust after a failed answer.
A support team that uses AI well should feel faster and more human. If it feels cheaper and colder, it missed.