What's the difference between agentic AI and a chatbot?

A chatbot typically follows pre-programmed scripts and can only handle bounded tasks. Agentic AI can independently coordinate complex processes across systems, adapt to new situations, and act autonomously within defined parameters.

How is agentic AI used in customer experience?

As an orchestrator, agentic AI coordinates across teams and systems so the customer experiences a coherent journey. As a participant, it answers questions, recommends actions, and completes transactions directly with the customer, based on the organization's collective data and knowledge.

Agentic AI: Definition

AI systems that can independently sense, reason, and act without step-by-step human instruction

Agentic AI in CX

Two Roles in Customer Experience

Orchestrator: AI coordinates across teams, channels, and customer journeys. The customer doesn't feel the complexity behind the scenes because AI ensures coherence and consistency across all touchpoints.

Participant: AI interacts directly with customers, employees, or partners. It answers questions, recommends actions, and completes transactions — all based on shared data and organizational knowledge.

Agentic AI vs. Traditional AI

Dimension	Traditional AI	Agentic AI
Autonomy	Follows rules	Acts independently
Task complexity	Bounded tasks	Cross-functional processes
Adaptation	Static	Dynamic, context-dependent
Learning	Requires retraining	Continuous improvement

Prerequisites

Agentic AI requires three things to function effectively in CX:

Clean, structured data: AI can only act intelligently on high-quality data
Integrated systems: AI must be able to draw on data from CRM, CX platform, support, and other sources
Clear parameters: Autonomy must be balanced with governance and compliance

Status in 2026

According to KPMG, 55% of CEOs rank AI as their top investment priority. At the same time, 75% admit that competition for AI talent could slow growth. Only 25% of banks have enterprise-wide infrastructure for data-driven AI services.