The Conversation Performance Gap

Independent research on AI, training, and QA in the contact center — and the gap that’s keeping performance stuck.

85% of contact centers have deployed AI for training or QA. Only 29% say it’s working. This independent research report, based on a survey of 109 contact center Directors, VPs, and Executives, examines why AI investment isn’t translating into performance improvement, and what leaders say needs to change.

What you’ll learn:

  • Why tool satisfaction is low despite high AI adoption — and what’s driving the gap between deployment and impact
  • Where training and QA programs are breaking down, and why most organizations can’t measure whether either is working
  • The disconnect that emerged unprompted across the research: why training and QA don’t talk to each other, and what it costs
  • Which verticals and organization sizes are most underserved — including segment-level data for healthcare, insurance, and mid-market contact centers
  • What contact center leaders say they actually need from AI to close the training-to-performance loop

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