AI Meeting Summary Generator for Documentation and Tasks - n8n Workflow

Project Managers seeking streamlined documentation processes.
Teams using Fathom for meeting recordings and Dart for project management.
Users looking for high-utility n8n templates to connect AI processing with business tools.
Individuals aiming to eliminate manual post-meeting note transcription.

Dealing with lengthy meeting transcripts and manually extracting action items is inefficient. This specialized n8n workflow solves this by fully automating the post-meeting documentation pipeline. Triggered instantly when a Fathom meeting concludes, the system leverages an OpenAI-powered AI agent to deeply analyze the transcript, categorizing key takeaways, topics, and critical action items into a structured format. This data is then used to automatically create a comprehensive document in a specified Dart Folder and simultaneously generate a review task in Dart, complete with links to the new document and the original Fathom recording. This robust n8n automation ensures immediate, standardized documentation and follow-up tracking without human intervention, making it one of the most powerful n8n templates for productivity. Using this n8n workflow saves significant administrative time.

This robust n8n workflow operates through seven main steps:

1. Trigger Reception: The process starts with the Webhook n8n trigger, which receives a POST payload from Fathom immediately after a recorded meeting ends, containing the transcript and meeting metadata.


2. AI Summarization: The input data is passed to the AI Agent n8n node, which uses the linked OpenAI model (GPT-4.1-mini) and a detailed system prompt to analyze the raw meeting summary and structure it into distinct sections (Key Takeaways, Action Items, Topics).


3. Data Structuring: The Code in JavaScript n8n node prepares the AI's structured output into variables ready for insertion into the Dart document, ensuring clean Markdown formatting.


4. Target Folder Retrieval: The n8n workflow queries the Dart API to retrieve the specified target Folder ID where the new document will be stored using the Dart n8n node.


5. Document Creation: A Create a new doc n8n node creates a structured document in Dart, populating the title, summary sections, and extracted items using data from the Webhook and Code nodes.


6. Task Prerequisites: The system retrieves the target Dartboard ID and then retrieves the newly created Dart Document URL using another Dart n8n node.


7. Task Creation: Finally, the Create a new task n8n node generates a review task, linking directly to the new Dart document and the original Fathom share link, ensuring prompt follow-up on meeting action items. This completes the essential n8n workflow.

To use this powerful n8n workflow, follow these setup steps:

1. Import the n8n template: Copy the provided JSON and import it into your n8n instance using the "New > Import from JSON" option.


2. Fathom Webhook Setup:

Here is a breakdown of the key n8n node components in this automation:

Webhook (n8n trigger):
Function: Acts as the starting n8n trigger, listening for POST requests from Fathom when a meeting concludes and supplying the raw meeting data (transcript, summary, title).
Key Configuration: Uses a unique webhook path for Fathom integration.
AI Agent / OpenAI Chat Model (n8n node):
Function: Processes the raw Fathom summary using the connected OpenAI model. Its primary goal is to structure the information into categorized lists (keytakeaways, actionitems, etc.) suitable for documentation.
Key Configuration: Uses the 'define' prompt type and the gpt-4.1-mini model.
Code in JavaScript (n8n node):
Function: Prepares and structures the AI-parsed data into clean Markdown strings, ensuring consistent formatting for the Dart document content. This node is crucial for data preparation within the n8n workflow.
Dart Nodes (Retrieve Folder / Create Doc):
Function: Retrieves the designated target folder by ID and then creates the new meeting summary document within that folder. The document title is dynamically pulled from the initial Webhook data.
Dart Nodes (Retrieve Doc / Create Task):
Function: Retrieves the permanent URL of the newly created document and uses a final Create a new task n8n node to generate a review task in the target Dartboard, linking both the new document and the original Fathom recording link for easy access.