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SPARK Matrix™: Conversational AI Platforms

The global Conversational AI Platforms (CAIPs) market is entering a new phase of maturity as enterprises move beyond standalone chatbots toward intelligent, enterprise-wide conversational systems. These platforms are increasingly becoming the backbone of customer engagement, employee experience, and business process automation, enabling organizations to deliver scalable, context-aware, and outcome-driven interactions across channels.

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