¿Qué es un CRM con IA?
En términos técnicos, A customer relationship system in which AI can create and maintain the data model, capture activity, retrieve context, recommend actions, and execute governed work.
¿Por qué es importante?
Es importante porque AI CRM reduces manual administration and turns customer data into an active operating layer instead of adding a chatbot to a legacy interface.
Cómo funciona
El sistema funciona así: The CRM ingests conversations and events, resolves them to records, updates fields and relationships, exposes context to agents, and runs workflows.
Ejemplo técnico
Ejemplo: An inbound WhatsApp message identifies the customer, updates an opportunity, creates a request, triggers a workflow, and assigns a human when confidence is low.
Notas de implementación
Notas técnicas: Evaluate data modeling, channel capture, identity resolution, permissions, tool execution, human handoff, auditability, and reversibility.
