Sprint To Jira AI Agent

AI-powered agent that converts sprint planning discussions into Jira Epics, Stories, and Tasks with human approval and secure Jira execution.

Top Benefits

  • Accelerates Sprint Setup by up to 80%
  • Reduces Planning Errors and Rework
  • Improves Productivity of Product Owners & Scrum Masters
  • Enterprise-Grade Control with Human-in-the-Loop
  • Scales Agile Execution Without Increasing Headcount

Tasks

  • Plan2Jira AI–Sprint Planning Automation Agent
  • Jira Issue Body Generator
  • Jira Issue Body Generator Skill
  • Jira Issue Creator Tool
  • Send Summary Email
  • Sprint Planner Agent
  • Plan2Jira AI – Sprint Planning Automation Agent
Plan2Jira is an AI-powered, multi-agent automation that converts sprint planning discussions and meeting transcripts into structured Jira Epics, Stories, and Tasks. The solution eliminates the manual and error-prone effort of translating sprint planning conversations into Jira work items. Using Automation Anywhere AI Agents, Plan2Jira analyzes raw planning inputs, generates a detailed sprint plan, enables human approval, and securely executes Jira creation through REST APIs. Key capabilities include: - Automated analysis of sprint planning transcripts or raw meeting notes - Intelligent generation of Epics, Stories, and Tasks aligned to Agile best practices - Human-in-the-loop approval for governance and control - Direct Jira Cloud integration using secure API authentication - Faster sprint setup, improved consistency, and reduced operational overhead Plan2Jira helps Agile teams move from discussion to execution in minutes, allowing Product Owners and Scrum Masters to focus on delivery rather than administration.

See the AI Agent in Action

Setup process

Install

Download the AI Agent and follow the instructions to install it in your AAE Control Room.

Configure

Use the AI Agent in a bot, configure keys and other credentials the AI Agent will need (see the ReadMe for details.)

Run

That's it - now the AI Agent is ready to get going!

Requirements and Inputs

  • The Jira user must have permission to: Create Epics,Create Stories,Create Tasks,Browse Projects,
  • Jira URL
  • JIRA ToBase64String
  • JIRA Project ID
  • Sprint Name
  • Sprint Transcript
  • Sprint Start and End date
  • Email Address

Customer Reviews

4.9(11 reviews)
5 star91%
4 star9%
3 star0%
2 star0%
1 star0%
Ease of Use4.8
Functionality & Reliability4.9
Documentation & Samples4.8

Smart Automation That Improves Agile Delivery

Special appreciation to Ganesh for building Plan2Jira. This solution reflects deep understanding of Agile practices, automation, and real-world delivery challenges. His ability to turn a common pain point into a clean, scalable AI-driven solution is truly impressive.

Sindhu K.

Anirudhran A.

Great Agent for Managers

AI B.

Automates sprint planning to Jira with accuracy

Plan2Jira efficiently converts sprint planning discussions and meeting notes into structured Jira Epics, Stories, and Tasks. It eliminates manual effort, improves consistency, and speeds up sprint setup. The human-in-the-loop approval and seamless Jira integration make it both reliable and easy to govern.

Pandikumar S.

Jairam V.