• GAP ANALYSIS
  • STATUS CHECK
  • VERIFICATION
  • HUMAN REVIEW

How to audit sprint user stories with your AI

Connect Targetprocess to your AI client to pull real-time sprint data. Once connected, your agent can cross-reference your code with actual requirements.

Ask AI about this page

Short answer

Can I audit my sprint requirements using AI?

Yes. Your AI pulls the current iteration list and specific user story details from Targetprocess to compare against your work. You'll get a clear view of which requirements are met and which are missing.

Audit outcomes.

Where your data lands.

The AI organizes your sprint data into these specific views.

GAP ANALYSIS

Missing requirements

The AI compares your code or notes against user stories to find what you missed. It flags specific gaps in logic or functionality.

STATUS CHECK

Iteration progress

Your agent looks at active iterations to see how much work remains. It identifies stories that are lagging behind the sprint goal.

VERIFICATION

Requirement matching

The AI maps specific code blocks or pull requests to the corresponding user stories. This confirms that the implementation matches the intent.

HUMAN REVIEW

Final sign-off

The AI highlights discrepancies that require your judgment. You decide if a requirement is truly met or if more work is needed.

The workflow

What your AI does when the audit starts.

The AI handles the data retrieval so you can focus on the logic.

  1. Identify the sprint

    The agent finds the current or relevant iterations you are working in.

    list_iterations

  2. Pull story details

    It fetches the specific descriptions and requirements for the stories in that iteration.

    list_user_stories

  3. Compare data

    The AI looks at your provided code or documentation alongside the Targetprocess data.

    list_user_stories

  4. Report findings

    The agent presents a list of satisfied or unmet requirements based on the data it pulled.

    list_iterationslist_user_stories

Try it

Copy these to start.

Use these prompts to kick off your audit.

Starting points

These are starting points. Swap out the specific iteration names or story IDs with your actual Targetprocess data.

Apptio Targetprocess Connector

You're all set. Choose your MCP client and follow the setup instructions.

Connector linkhttps://edge.vinkius.com/vk_preview_Q7e2kK51gU0GkhGRMTev69qACzK1AfB5ZIFSzi8R/mcp

Claude Desktop

Follow the steps below to connect in seconds.

  1. 1In Claude Desktop, open Settings → Connectors.
  2. 2Click “Add custom connector” and paste the connector link above as the remote MCP server URL.
  3. 3Click Add and start a new chat — Apptio Targetprocess capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "targetprocess-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_Q7e2kK51gU0GkhGRMTev69qACzK1AfB5ZIFSzi8R/mcp"
    }
  }
}
Copy into chat04

  • List the user stories in my current iteration and tell me if my recent code changes cover them.

  • Check the requirements for the 'Mobile Login' user story and see if I missed any edge cases.

  • Look at all active iterations and summarize the top three most important user stories for this week.

  • Compare the requirements in the 'API Integration' story against this file to find discrepancies.

  • Claude
  • ChatGPT
  • Cursor
  • VS Code
  • Windsurf
  • Claude Code
  • JetBrains
  • Cline

Start here

Connect Targetprocess once, then ask.

Just click the link to connect. Your credentials stay encrypted and secure, and you can immediately start asking questions about your sprints.

Connect Targetprocess to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my user stories in Targetprocess?

    No. The AI can only read iteration and user story data. It cannot edit, delete, or create records in Targetprocess.

  • 02

    Does the AI see all my Targetprocess data?

    No. It only sees the data it retrieves through the specific tools you authorize it to use during a session.

  • 03

    How does the AI know which iteration I am talking about?

    You should name the iteration in your prompt, or ask the AI to list the active iterations first so you can pick one.

  • 04

    Can I use this with any AI client?

    Yes, as long as the client is MCP-compatible, like Claude, Cursor, or Windsurf.

  • 05

    Will the AI automatically update my sprint status?

    No. The AI only provides the analysis. You must manually update Targetprocess once you've verified the work.

  • More questions about Targetprocess? The Connector page answers them. See everything the Targetprocess Connector can do

Connect Apptio Targetprocess to Claude, Cursor, ChatGPT & more