Profile PictureYashraj Thakor
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AI-Based User Story Generator & Azure DevOps Automation

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AI-Based User Story Generator & Azure DevOps Automation

₹0+

📦 What You Get

  • Plug-and-play n8n workflow (JSON format)
  • Full documentation guide (PDF)

🚀 Why You Need This
Business Analysts and Product Managers waste hours reading lengthy PRD documents, manually extracting user stories, formatting tasks, and updating tools like Azure DevOps. This AI-powered system automates that entire journey—from doc to backlog—accurately and in seconds.


🛠 Tools & Stack Used

  • Google Drive (Document source)
  • n8n (Automation engine)
  • OpenAI (AI-powered story generator)
  • Google Sheets (For reviewing, editing, tracking)
  • Azure DevOps (For backlog/ticket management)

🔄 Workflow Breakdown

Part 1 – From Document to Sheet

  • Upload PRD or requirement doc to Google Drive
  • Workflow downloads and extracts clean text from the PDF
  • AI reads and generates structured user stories with tasks
  • Each story is parsed and appended to a Google Sheet
  • Status field added for review/approval

Part 2 – From Sheet to Azure DevOps

  • Google Sheets updates trigger the second part of the workflow
  • Azure API receives structured data via webhook
  • Work items (tasks/stories) are created automatically in the correct backlog

💬 AI Prompt Capabilities

  • Detects feature-level requirements and splits into user stories
  • Suggests tasks under each story
  • Adds metadata: status, priority, tags
  • Ensures formatting matches DevOps schema
  • Avoids duplication or ambiguous items

🔧 Sample Prompt Snippet
"You're a product analyst assistant. Based on the following PRD content, generate user stories using this format:

  • User Story: As a [user], I want to [goal] so that [benefit]
  • Tasks: [list of related technical subtasks]
    Status should default to 'Ready'. Avoid repeated or unclear points."

✅ Features & Benefits

  • Converts unstructured PDF docs into clear user stories with tasks
  • Uses AI for reliable, consistent output every time
  • Google Sheets gives a human-friendly layer for review/editing
  • Azure DevOps tickets created automatically—no extra clicks
  • Scalable for multiple projects and clients
  • Works with any PRD, requirement doc, or shared file

🧠 Who Should Use This

  • Business Analysts
  • Product Managers
  • Scrum Masters
  • PMOs in SaaS/Agile environments
  • Agencies managing client delivery pipelines

⚠️ Smart Error Handling

  • Halts on empty PDFs or unreadable files
  • Retries failed API calls to OpenAI and Azure
  • Validates output structure before writing to Sheets
  • Avoids duplicate ticket creation with built-in checks
  • Can restrict updates to weekdays only

📈 Benefits Recap

  • Saves hours of manual effort
  • Reduces human error in backlog creation
  • Accelerates kickoff and sprint planning
  • Boosts consistency and collaboration between BAs and dev teams

📞 Need Support or Custom Setup?

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Speed up your product development with an AI-driven automation that reads requirement documents from Google Drive, generates structured user stories and tasks, and pushes them directly to Azure DevOps—all within seconds. Built using n8n, OpenAI, Google Sheets, and Azure APIs.

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