Introduction

Most contact centers still measure speed and satisfaction, but hybrid operations introduce a new failure mode: bad handoffs. A handoff fails when the customer has to repeat details, the agent lacks history, or the AI summary is incomplete or misleading.

Small places

The signal appears in small places. Transfers increase, average handle time rises after escalation, and agents start writing long internal notes to compensate. Customers may still rate the interaction as fine, but effort quietly goes up.

Improving handoff health is mostly operational work. Define what context must carry over, standardise summaries, and build escalation rules that trigger before trust breaks. When handoffs are strong, AI can scale without making the experience feel stitched together.