Customer Support is Dead: Building the Resolution Engine

ABSTRACT

The era of frustrating decision trees has ended replaced by fully autonomous resolution engines in 2026. This article explores how companies are deploying these systems not just to answer queries but to actively execute refunds and negotiate discounts on the fly. Davidson argues that by granting actual authority over backend infrastructure brands are reducing support ticket backlogs to zero. It fundamentally changes consumer expectations of digital service.