reduce handling time and improve consistency. Tooling for ticketing, CRM, and OSS/BSS integration connects with existing systems through APIs and connectors. Analytics features track conversation outcomes, agent assistance impact, and service performance to inform process changes. Deployment options support cloud environments and security controls, with role-based access and audit features. Implementation and training services align models and workflows with business policies. Use cases span self-service, account management, network troubleshooting triage, and proactive notifications.