Build a knowledge base from your real tickets, write articles customers can find and use, route every AI-drafted article through a human SME before publish, and run the maintenance cadence that stops the KB rotting once a quarter — with the metric that replaces deflection so you can tell self-service success from a customer trapped in a loop.