Yes — the mechanism is self-service deflection combined with granular resolution coding. When chatbots absorb routine volume and resolution codes catch systemic issues (a billing error, a registration gap) before they generate repeat calls, a network can add locations without a proportional increase in support staff. That’s the operating model this engagement was built around.

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