Abstract Learning Playbooks

AI support

Centralize WhatsApp, social inbox, tickets, knowledge base, Copilot, and quality metrics.

Direct answer

Use this playbook when conversations arrive through many channels and the company needs to answer with history, consistency, SLA, and clear ownership.

Business
AI Support DeskSLA protegido

Support desk

SLA protegido

Inbox

Help Desk

Base

1

Mensagem

pedido atrasado

2

Ticket

prioridade alta

3

Resposta

Copilot + historico

AI Support DeskSLA protegido

Support desk

inbox, WhatsApp, ticket, KB, Copilot e SLA

SLA protegido

Inbox

social + WhatsApp

Help Desk

ticket e SLA

Base

artigo sugerido

Fila de atendimento

WhatsApp vira ticket, resposta e artigo

WhatsApp: Maria

pedido #1842 atrasado

SLA 2h

Resposta sugerida

pedido + prazo + cupom

IA

Artigo relacionado

status de entrega

KB
1

Mensagem

pedido atrasado

2

Ticket

prioridade alta

3

Resposta

Copilot + historico

4

Artigo

base atualizada

inbox: whatsapp + instagram

ticket: prioridade alta

knowledge: gerar artigo recorrente

Tickets

36

SLA

94%

Deflexao

+18%

The animated mockup shows a conversation entering the inbox, becoming a ticket, receiving a Copilot suggestion, and feeding the knowledge base.

Playbook outcome

A support operation with centralized conversations, SLA-based tickets, consistent answers, a knowledge base, and quality reporting.

Execution route

1

Unify social inbox and WhatsApp

2

Configure WhatsApp with context

3

Organize Help Desk

4

Create knowledge base

5

Use Copilot in support

6

Handle privacy and consent

7

Measure SLA and quality

Application checklist

  • Map entry channels and owners
  • Define categories, priority, and ticket SLA
  • Create articles for repeated questions
  • Use Copilot to summarize history and suggest replies
  • Record consent and minimize sensitive data
  • Review quality by time, resolution, and satisfaction

Metrics to track

  • Time to first response
  • Tickets within SLA
  • Volume by channel and category
  • Resolution rate without escalation
  • Articles that reduced repeated tickets
  • CSAT or customer feedback

Does AI support answer everything automatically?

No. AI helps with context, suggestions, and standardization; sensitive cases still require human review.

Do I need WhatsApp?

No. The playbook works for any channel, but WhatsApp and social inbox often concentrate conversations.

When should I create a knowledge base?

When the same question appears repeatedly or when an answer needs to be consistent across agents.