OPERATE · EXAMPLE SYSTEM
CUSTOMER SERVICE SYSTEM
Respond quickly without losing quality. Request → classify → retrieve knowledge → approve → respond → improve.
01 THE FLOW
FOLLOW EACH HAND-OFF.
From intake to learn. Each symbol shows who does the step.
- DATAINTAKEA customer request arrives.
- AI ACTIONCATEGORISEAI sorts it by topic and urgency.
- AI ACTIONRETRIEVEFind the approved answer and source.
- AI ACTIONDRAFTAI drafts a reply with sources.
- HUMAN APPROVALREVIEWA person approves sensitive replies.
- AUTOMATIONREPLYSend the approved answer.
- KPILEARNImprove answers from feedback.
Example design of a customer service system. Live connections need approved systems, access permissions and testing.
02 NOT JUST BOXES AND ARROWS
SIX QUESTIONS. CLEAR ANSWERS.
How the customer service system answers the six questions every system must answer before it goes live.
DATA
Customer request and verified knowledge.
AI ACTION
Suggest an answer with sources.
AUTOMATION
Send the approved answer.
HUMAN APPROVAL
Approve escalations and sensitive answers.
KPI
First response and resolution quality.
EXCEPTION
High-risk or unanswered request goes to a named owner.
03 RELATED
KEEP EXPLORING.
04 THE NEXT STEP
BUILD YOUR OWN CUSTOMER SERVICE SYSTEM.
We shape the customer service system around your own process and data, not a generic AI template.