Generate Sprint Review Summaries from Transcripts with OpenAI and Google Sheets
What this workflow does
This template automates the entire process of documenting Sprint Reviews in Scrum:
Input Collection – Through a friendly form, users upload the transcript file (meeting notes, sprint review transcript, or VTT captions) and specify the sprint name and domain.
Transcript Parsing – A Code node formats the transcript into clean [HH:MM:SS] Speaker: text lines, supporting VTT, Zoom, or custom timestamp formats used in Scrum events.
AI-Driven Summary – The AI Agent (LangChain + OpenAI) produces a well-structured AI summarization in Markdown, including:
A 3–5 bullet Executive Summary of sprint review highlights
A Presentation Recap table (Timestamp | Presenter | Topics)
A list of Action Items with owners (if recognizable from the transcript)
Preview – The summary renders as a styled card with custom CSS for easy readability in n8n.
Archive – Automatically appends a record to Google Sheets, saving the date, domain, sprint, transcript file name, and the AI-generated sprint review summary.
Why it’s useful
Zero manual summarizing** – AI extracts key insights from transcript files into Markdown you can instantly share with your Scrum team and stakeholders.
Easy setup** – drag-and-drop import, plus form-based input for non-technical users during sprint reviews.
Centralized tracking** – all past sprint summaries live in one spreadsheet for retrospectives, audits, and continuous improvement.
Flexible and extendable** – you can switch to Airtable, Slack, or Notion, or refine the summary template to match your Scrum workflow.
Ideal for
Scrum Masters** wanting quick sprint review summaries for stakeholders
Agile Coaches** analyzing sprint review transcripts, presentation patterns, and follow-up tasks
Product Owners** keeping a searchable log of sprint outcomes and action items
Prerequisites / Credentials
OpenAI API Key** — required for the AI Agent node (or any other Agent for summarization)
Google Sheets OAuth2 credentials** — required for saving sprint review data to Sheets
(Optional) Ensure LangChain / AI Agent nodes are installed in your n8n instance
How to Use This Template
Import the workflow JSON into your n8n instance.
Set up credentials:
For the OpenAI LLM node, provide your OpenAI API key
In Google Sheets, configure OAuth2 and specify your spreadsheet ID (replace YOUR_SHEET_ID)
Create a new sheet with the following columns:
Date
Domain
Sprint name
Content
VTT file
Transcript
Enable and run the workflow.
Fill out the form: upload transcript file, enter sprint & domain, click Create Summary.
View the AI-generated Markdown sprint review summary in the preview card.
Verify the new entry appears in your Google Sheet with all sprint details.
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