Anuj Bhalla was inducted into the CX Hall of Fame for the platform he founded around an observation that should be obvious but rarely is: most companies do not know how to define the customer experience in their own data.

Bhalla is a data scientist by training and founded a service intelligence platform. His position cuts at the practice’s measurement orthodoxy. Companies can tell you with high precision how many calls they took last week, what the average handle time was, what the survey response rate looked like. They cannot tell you, with anywhere near the same precision, how many experiences their customers had. The experience is a multi-touch object that lives across channels, time, and contexts. The survey is a single-snapshot proxy for it. The two are not the same thing, and the gap between them is where most CX programs lose their grip on the problem they are trying to solve.

His platform work has been the engineering of the experience as a first-class data object, not just a survey-derived inference. Service intelligence, in his framing, is the discipline of modeling the experience itself: the touch points, the time between them, the parallel channels in flight, the customer state at each step. Once the experience is a data object, it can be measured, trended, decomposed, and improved with the tools the company already uses for everything else. Without it, the company is improving the proxy rather than the thing.

What earned Bhalla induction is the rigor of bringing data science discipline into a field that often defaults to social-science-grade measurement.