대표와 고객 지원 팀을 지원
고급
이것은Support Chatbot, AI Chatbot분야의자동화 워크플로우로, 18개의 노드를 포함합니다.주로 Agent, AgentTool, ToolThink, ChatTrigger, LmChatOpenAi 등의 노드를 사용하며. OpenAI O3 + GPT-4.1-mini 다중 대리자 팀의 전면적인 고객 지원
사전 요구사항
- •OpenAI API Key
워크플로우 미리보기
노드 연결 관계를 시각적으로 표시하며, 확대/축소 및 이동을 지원합니다
워크플로우 내보내기
다음 JSON 구성을 복사하여 n8n에 가져오면 이 워크플로우를 사용할 수 있습니다
{
"meta": {
"instanceId": "12e6f290a974a1eee154f8d915aade185e90e826260e6aeab8a087ba7386a1bc",
"templateCredsSetupCompleted": true
},
"name": "Support Director Agent with Customer Support Team",
"nodes": [
{
"id": "support-chat-trigger",
"name": "채팅 메시지 수신 시",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
-2864,
-576
],
"webhookId": "support-webhook-id",
"parameters": {
"options": {}
},
"typeVersion": 1.1
},
{
"id": "support-director-agent",
"name": "지원 디렉터 에이전트",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
-2640,
-816
],
"parameters": {
"options": {}
},
"typeVersion": 2.1
},
{
"id": "support-think",
"name": "사고",
"type": "@n8n/n8n-nodes-langchain.toolThink",
"position": [
-2512,
-496
],
"parameters": {},
"typeVersion": 1.1
},
{
"id": "tier1-agent",
"name": "1단계 지원 에이전트",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-2240,
-96
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in first-line customer support, basic troubleshooting, account assistance, and general inquiries"
},
"typeVersion": 2.2
},
{
"id": "technical-agent",
"name": "기술 지원 전문가",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-1280,
-704
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in complex technical issues, API debugging, integration problems, and advanced troubleshooting"
},
"typeVersion": 2.2
},
{
"id": "success-agent",
"name": "고객 성공 옹호자",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-1840,
-304
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in customer onboarding, feature adoption, account health monitoring, and retention strategies"
},
"typeVersion": 2.2
},
{
"id": "knowledge-agent",
"name": "지식 베이스 관리자",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-1328,
-80
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in creating help articles, FAQs, documentation, and knowledge management"
},
"typeVersion": 2.2
},
{
"id": "escalation-agent",
"name": "에스컬레이션 처리자",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-1744,
-1024
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in handling escalated complaints, priority issues, VIP customer problems, and crisis management"
},
"typeVersion": 2.2
},
{
"id": "qa-agent",
"name": "품질 보증 전문가",
"type": "@n8n/n8n-nodes-langchain.agentTool",
"position": [
-1344,
-1264
],
"parameters": {
"text": "={{ $fromAI('Prompt__User_Message_', ``, 'string') }}",
"options": {},
"toolDescription": "call this AI Agent that specializes in support quality monitoring, response evaluation, team performance analysis, and improvement recommendations"
},
"typeVersion": 2.2
},
{
"id": "director-model",
"name": "OpenAI 채팅 모델 디렉터",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-2672,
-496
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "o3",
"cachedResultName": "o3"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "tier1-model",
"name": "OpenAI 채팅 모델1",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-2208,
368
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "technical-model",
"name": "OpenAI 채팅 모델2",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1312,
-496
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "success-model",
"name": "OpenAI 채팅 모델3",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1824,
-144
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "knowledge-model",
"name": "OpenAI 채팅 모델4",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1328,
96
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "escalation-model",
"name": "OpenAI 채팅 모델5",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1776,
-768
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "qa-model",
"name": "OpenAI 채팅 모델6",
"type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
"position": [
-1312,
-944
],
"parameters": {
"model": {
"__rl": true,
"mode": "list",
"value": "gpt-4.1-mini"
},
"options": {}
},
"credentials": {
"openAiApi": {
"id": "YOUR_OPENAI_CREDENTIAL_ID",
"name": "OpenAI account"
}
},
"typeVersion": 1.2
},
{
"id": "header-sticky",
"name": "스티키 노트 헤더",
"type": "n8n-nodes-base.stickyNote",
"position": [
-3808,
-880
],
"parameters": {
"color": 5,
"width": 580,
"height": 320,
"content": "=======================================\n SUPPORT DIRECTOR WITH CUSTOMER SUPPORT TEAM\n=======================================\nFor any questions or support, please contact:\n Yaron@nofluff.online\n\nExplore more tips and tutorials here:\n - YouTube: https://www.youtube.com/@YaronBeen/videos\n - LinkedIn: https://www.linkedin.com/in/yaronbeen/\n======================================="
},
"typeVersion": 1
},
{
"id": "main-sticky",
"name": "스티키 노트 본문",
"type": "n8n-nodes-base.stickyNote",
"position": [
-3808,
-544
],
"parameters": {
"color": 5,
"width": 740,
"height": 2500,
"content": "## 🧠 **SUPPORT DIRECTOR WITH CUSTOMER SUPPORT TEAM - AI WORKFLOW**\n\n**🔥 Powered by OpenAI O3 & GPT-4.1-mini Multi-Agent System**\n\n#CustomerSupport #ServiceExcellence #n8nWorkflows #OpenAI #SupportAutomation\n\n---\n\n### 📝 **Overview**\n\nThis multi-agent n8n automation simulates a complete customer support department. A strategic Support Director agent receives your chat input, analyzes support needs, and delegates to specialized agents for tier 1 support, technical assistance, customer success, knowledge management, escalations, and quality assurance—delivering comprehensive customer service solutions instantly.\n\n---\n\n### ⚙️ **How It Works**\n\n1. **Chat trigger** receives support requests (e.g., \"Customer can't connect to API\")\n2. **Support Director Agent** (O3) analyzes request and determines required support functions\n3. Delegates to specialist agents:\n - Tier 1 Support Agent\n - Technical Support Specialist\n - Customer Success Advocate\n - Knowledge Base Manager\n - Escalation Handler\n - Quality Assurance Specialist\n4. Each agent uses **GPT-4.1-mini** for fast, focused execution\n5. Results compiled and returned via chat or integrated with support systems\n\n---\n\n### 👥 **Meet Your AI Support Team**\n\n| Agent | Purpose | Model | Output |\n|-------|---------|-------|--------|\n| 🧠 **Support Director** | Strategic support oversight & delegation | O3 | Central command |\n| 🎯 **Tier 1 Support** | Basic troubleshooting, account help | GPT-4.1-mini | First-line solutions |\n| 🔧 **Technical Specialist** | Complex technical issues, API support | GPT-4.1-mini | Technical resolutions |\n| 🎓 **Customer Success** | Onboarding, adoption, retention | GPT-4.1-mini | Success strategies |\n| 📚 **Knowledge Manager** | Documentation, FAQs, help articles | GPT-4.1-mini | Knowledge content |\n| 🚨 **Escalation Handler** | Priority issues, VIP customers | GPT-4.1-mini | Crisis management |\n| ⭐ **QA Specialist** | Quality monitoring, performance analysis | GPT-4.1-mini | Quality insights |\n\n---\n\n### 💡 **Use Cases**\n\n- **Complete Support Cycle**: Inquiry → Triage → Resolution → Follow-up\n- **Technical Documentation**: API guides, troubleshooting manuals\n- **Customer Onboarding**: Welcome sequences, feature tours, training\n- **Escalation Management**: VIP support, complaint resolution\n- **Quality Monitoring**: Response evaluation, team performance\n- **Knowledge Base**: Self-service content, FAQ optimization\n\n---\n\n### 💸 **Cost Optimization**\n\n- **O3 for Director**: Strategic decisions only\n- **GPT-4.1-mini for specialists**: 90% cost reduction\n- **Parallel processing**: All agents work simultaneously\n- **Solution caching**: Reuse common support responses\n\n---\n\n### 🏷️ **Tags**\n\n#CustomerSupport #HelpDesk #TechnicalSupport #CustomerSuccess #SupportAutomation\n#QualityAssurance #KnowledgeManagement #EscalationManagement #ServiceExcellence\n#CustomerExperience #n8n #OpenAI #MultiAgentSystem #SupportTech #CX"
},
"typeVersion": 1
}
],
"connections": {
"support-think": {
"ai_tool": [
[
{
"node": "support-director-agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"escalation-agent": {
"ai_tool": [
[
{
"node": "support-director-agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"tier1-model": {
"ai_languageModel": [
[
{
"node": "tier1-agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"technical-model": {
"ai_languageModel": [
[
{
"node": "technical-agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"success-model": {
"ai_languageModel": [
[
{
"node": "success-agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"knowledge-model": {
"ai_languageModel": [
[
{
"node": "knowledge-agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"escalation-model": {
"ai_languageModel": [
[
{
"node": "escalation-agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"qa-model": {
"ai_languageModel": [
[
{
"node": "qa-agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"tier1-agent": {
"ai_tool": [
[
{
"node": "support-director-agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"knowledge-agent": {
"ai_tool": [
[
{
"node": "support-director-agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"success-agent": {
"ai_tool": [
[
{
"node": "support-director-agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"director-model": {
"ai_languageModel": [
[
{
"node": "support-director-agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"support-chat-trigger": {
"main": [
[
{
"node": "support-director-agent",
"type": "main",
"index": 0
}
]
]
},
"qa-agent": {
"ai_tool": [
[
{
"node": "support-director-agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"technical-agent": {
"ai_tool": [
[
{
"node": "support-director-agent",
"type": "ai_tool",
"index": 0
}
]
]
}
}
}자주 묻는 질문
이 워크플로우를 어떻게 사용하나요?
위의 JSON 구성 코드를 복사하여 n8n 인스턴스에서 새 워크플로우를 생성하고 "JSON에서 가져오기"를 선택한 후, 구성을 붙여넣고 필요에 따라 인증 설정을 수정하세요.
이 워크플로우는 어떤 시나리오에 적합한가요?
고급 - 지원 챗봇, AI 챗봇
유료인가요?
이 워크플로우는 완전히 무료이며 직접 가져와 사용할 수 있습니다. 다만, 워크플로우에서 사용하는 타사 서비스(예: OpenAI API)는 사용자 직접 비용을 지불해야 할 수 있습니다.
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저자
Yaron Been
@yaron-nofluffBuilding AI Agents and Automations | Growth Marketer | Entrepreneur | Book Author & Podcast Host If you need any help with Automations, feel free to reach out via linkedin: https://www.linkedin.com/in/yaronbeen/ And check out my Youtube channel: https://www.youtube.com/@YaronBeen/videos
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