If your RPA deployments require constant maintenance as workflows change, and your team spends more time fixing bots than running them, the rigidity of rules-based automation has become a liability. When customers increasingly contact you through unstructured channels - chat, email, social - where intent is variable and RPA cannot parse meaning, AI becomes the only viable path. A readiness indicator is when your agents manually handle large volumes of interactions that follow similar patterns but differ enough in detail that rule-based bots fail. If your organization has consolidated data in a CRM or modern cloud platform that AI can access, the technical foundation is in place. Moving to AI automation typically delivers significantly higher deflection rates and better customer outcomes than RPA for contact center use cases.
Diagnostic