Why customers now expect AI to explain itself in real time

Customer expectations are evolving rapidly in the AI era, with 83% of consumers believing experiences must improve. Organizations face pressure to deliver instant, personalized service while managing economic and staffing challenges.

This research shows how contextual intelligence—AI built on unified knowledge—helps brands meet these demands. Based on insights from 11,000+ respondents, it explores trends reshaping customer experience:

· Memory-rich AI enabling personalization at scale
· Demand for instant resolutions and 24/7 service
· Multimodal support blending text, voice, and images

Learn how brands use AI to drive loyalty.