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The 2026 Customer Service Transformation Report
An exploration of where teams are on the path to mature AI deployment, what’s impacting progress, and what it takes to move beyond adoption to real transformation. Get insights from over 2,400 support professionals worldwide.
Key Finding #1
AI adoption is the norm, depth makes the difference
AI adoption is the norm, depth makes the difference
82% of senior leaders say their teams invested in AI for customer service over the last 12 months, with 87% planning to invest in 2026. But while most teams are using the technology, only 10% of respondents say they’ve reached mature deployment.
Key Finding #2
ROI becomes clearer with deeper integration
ROI becomes clearer with deeper integration
87% of mature AI teams report improved metrics compared to 62% overall. As AI proves its value, focus shifts from cost savings to strategic impact, freeing capacity for revenue generating work and turning support into a growth engine.
Key Finding #3
The bar has moved from “does it work?” to “is it actually good?”
The bar has moved from “does it work?” to “is it actually good?”
As AI takes on more work, improving customer experience is the top priority for 2026, cited by 58% of teams, up from 28% last year. Teams are shifting from proving AI works to delivering consistent, high quality experiences customers expect.
Key Finding #4
Important support work now extends beyond the inbox
Important support work now extends beyond the inbox
New roles like conversation analysts, knowledge managers, and AI operations leads are becoming standard. 40% of teams say agents spend more time training and optimizing AI. At mature stages, 66% of leaders see support as a value driver.
Key Finding #5
Support is creating the blueprint for AI deployment across the business
Support is creating the blueprint for AI deployment across the business
52% of organizations are planning to scale AI beyond support in 2026, and nearly a third say customer service teams are leading the charge. Support's early success with AI has positioned it as the transformation engine for the entire business.