From AI Feature to Customer System
There was a time when customer support software had a clear job: Capture tickets, route them, and help teams respond faster.
That model still exists, but it is increasingly misaligned with what customers actually want. Customers do not want responses. They want resolution.
Intercom’s recent evolution is best understood through that lens. The company has moved early and aggressively into AI, but more importantly, it has begun reorganizing its product, architecture, and operating model around a single idea: support is no longer about answering questions. It is about delivering outcomes.
What makes this shift notable is not just the introduction of AI, but how Intercom has used early adoption, data, and system design to move from
AI as a feature to AI as a coordinated system of execution.
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