🎬 Generate client-ready workflow diagrams from sales call transcripts with Claude

⚡ 50 views · 🎬 Content Creation & Video

Description

Who it’s for

This workflow is for automation agencies and n8n consultants who conduct discovery calls with prospects and want to instantly turn conversation transcripts into polished, client-ready workflow diagrams — without manual canvas work.

How it works

1. A consultant pastes a sales call transcript into a form trigger.
2. A first AI agent (Claude) parses the transcript and extracts structured workflow briefs — one per identified business process — with titles, tools, logic, and step-by-step descriptions.
3. A code node splits the output into individual workflow items, one per identified process.
4. A second AI agent generates a complete n8n workflow JSON for each brief, using French business-oriented node names and proper canvas positioning.
5. A code node validates and parses the generated JSON to ensure structural integrity.
6. A third AI agent clusters nodes into logical business groups and generates canvas layout coordinates and sticky note annotations.
7. A fourth AI agent renames all nodes with clear, descriptive French labels following a consistent naming convention.
8. All renames and layout changes are applied, and the finalized workflow is published directly to an n8n instance via the API.

How to set up

• Add Anthropic API credentials to all four Claude model nodes
• Set your n8n instance URL in the Create Workflow via n8n API node
• Add your n8n API key to the HTTP Request node for authentication
• Customize the form title and description field to match your intake process

Requirements

• Anthropic API account (Claude Sonnet)
• Self-hosted n8n instance with API access enabled
• n8n API key

How to customize

• Swap the form trigger for a webhook to integrate with your CRM or meeting note tool (e.g. Notion, HubSpot)
• Adjust the system prompts in each AI agent to change the node naming language, visual style, or number of nodes generated
• Add a Slack or email notification step after workflow creation to alert the team when a new client diagram is ready

🔗 Nodes Used

HTTP Request, AI Agent, Anthropic Chat Model, Structured Output Parser, n8n Form Trigger

📥 Import

Download workflow.json and import into n8n: Workflow menu → Import from File

📖 Importing guide · 🔑 Credential setup