SPARK Matrix™: Conversational Intelligence, Q2 2026
Conversational Intelligence is evolving from a retrospective analysis capability into a core component of customer service operations, with increasing relevance across quality management, agent performance, and compliance oversight. The market is shifting from static interaction reviews towards the use of AI capabilities that interpret context, surface patterns, and support more consistent decision-making during live interactions. Vendors that embed these capabilities within everyday service workflows, rather than isolating them within standalone analytics functions, are better positioned to demonstrate tangible operational impact.
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