4 ways contact centers are changing in 2026

The integration of artificial intelligence within customer experience (CX) workflows is shifting from initial pilot projects to active, full-scale deployments. As this transition unfolds, the practical effects of generative AI and agentic AI are becoming highly visible to both customer service agents and the customers they support.

The Dual Role of AI in Customer Experience

Generative AI and agentic AI are being utilized in several distinct ways within the modern contact center. First, these technologies are designed to handle routine and predictable customer interactions directly, resolving common inquiries without needing human intervention. Second, they serve an internal function by coaching human agents through specific, complex customer resolutions, providing real-time support during active sessions.

Shifting Sentiments and Evolving Workflows

As these deployment stories unfold, there is a clear and definite shift in user sentiment. AI technologies are proving their measurable value to both the agents working in the centers and the customers interacting with them. New customer experiences are increasingly incorporating intelligent elements that extend well beyond the traditional human agent, redefining how resolutions are achieved.

What This Means for AV Integrators

AV integrators designing communication systems and contact center environments must recognize that modern CX workflows require tight integration with agentic and generative AI platforms. Integrators should prepare to support hybrid environments where human agents and AI-driven coaching tools operate simultaneously, requiring robust data infrastructure and unified communication setups that accommodate these evolving automated workflows.