By 2025, organisations in telecommunications, retail and financial services have moved beyond proofs of concept to deploy generative-AI conversational agents that handle routine inquiries, personalise interactions and scale dynamically. As we look ahead three years, these implementations will mature into proactive support ecosystems—anticipating customer needs, orchestrating complex