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Your Contact Center Agentic Bot Metrics Are Lying to You

A bot can hit every target on your dashboard and still be failing your customers. Inside, we discuss why traditional measurements of agentic AI bots fail, how to benchmark performance instead, the anatomy of a healthy bot, and real examples of bots that improve the customer experience. 

 

Are your agentic AI bots hurting your customer experience?

This comprehensive report gives CX leaders a practical roadmap for moving from fragmented AI tools to integrated ecosystems where technology and human expertise work in harmony.

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Misleading Metrics

  • The most common contact center metrics
  • Why these metrics mislead contact center leaders
  • The AHT Paradox and The Containment Trap
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The True Cost of Bad Bots

  • How bad bots and bad data drive up costs
  • Why $3 trillion is at risk to poor customer experience
  • The agent impact of poor bot performance
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The Anatomy of a Healthy Bot

  • What a healthy bot looks like
  • How to validate a bot before launch
  • Ways to continuously monitor and improve bots

What’s inside

  • • Why metrics hide more than they reveal
  • • The true cost of poor AI agent performance
  • • Hidden warning signs that your bot needs attention
  • • The governance and fraud risks of bad bots
  • • A new scorecard to measure bot health
  • • The anatomy of a healthy bot
  • • A framework for monitoring and improving bots, now and forever
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27 Pages of Research-Backed Insights

40%

of agentic AI projects will be cancelled

due to escalating costs, unclear business value, or inadequate risk controls in 2027.

79%

of customers prefer speaking to a human

and 89% believe they should always have the option to speak with a human.

74%

of organizations have had to roll back AI agents

or shut them down completely due to governance failures and poor performance.

Drawing from industry research across Zendesk, Qualtrics, Gartner, AWS and more, this report synthesizes the latest data into actionable strategies to improve bot performance.

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Ready to move beyond containment to build agentic AI bots your customers will actually like?

Join the CX leaders who are building integrated AI ecosystems that deliver real business value.