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The Curious Case of Friday Panic
See how AI voice agents absorbed an urgent staffing gap, automated nearly 80 percent of calls, reduced handle time, and improved CSAT.
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Learn how AI voice agents and human agents collaborate by dividing work between repeatable tasks and high-emotion, high-judgment interactions.
Overview
About this session
This session explores how AI and human agents should work together in modern contact centers. Rather than forcing a rigid balance, it reframes collaboration around clarity of work. AI takes the front line for repeatable, rule-driven interactions where answers are consistent and outcomes are clearly defined. Human agents remain essential for emotionally intense conversations, policy exceptions, and scenarios that require judgment across multiple decisions. The result is a model where AI absorbs volume and speed, while humans focus on moments that truly matter.
Key takeaways
What comes out of it
Not all work needs balance. Some interactions are better handled entirely by AI or entirely by humans
Automation starts with clarity. If multiple agents give the same answer, the task can be automated
Humans handle nuance and emotion. High frustration, policy exceptions, and complex decisions require people
First swing vs meaningful swing. AI engages first, humans step in where impact is highest
AI reduces anxiety when scoped correctly. Clear boundaries build trust among leaders and agents
TranscriptRead the full session
Brook Lynch 00:00:00.00 A balance of AI and human might not be possible or even productive in some cases. How do you see AI and humans collaborating? Where should the agent still remain king?
Ali Merchant 00:00:13.18 The larger challenge that we have seen is starting. There is so much anxiety within senior leaders as well as agents about AI agents and AI. We should start with repeatable rule-driven, data-driven tasks. Workflows where success and failure has a That's a clear definition. If question to an answer for five agents is the same, it can be automated. If there is a lot of nuance, it goes to humans. What gets elevated or escalated to a human agent is intensity of the emotions or frustration is very high. There are policy exceptions to be made. Multiple decisions are required. In a funny way, we always say that let AI take the first swing, let humans take the meaningful swing.
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