• METRIC
  • METRIC
  • ANALYSIS
  • HUMAN

How to calculate development velocity with your AI

Connect your project data to your agent. It will compare your original estimates to your actual delivery dates to show you how much faster you're moving.

Ask AI about this page

Short answer

How can I measure my development velocity using AI?

Your agent compares your baseline project estimates to your actual completion dates. This comparison produces a specific velocity multiplier and a total time-saved metric. You get a clear breakdown of these two numbers.

The results.

What you get from the comparison.

Once the agent processes your project data, it delivers these specific insights.

METRIC

Velocity multiplier

The AI calculates the ratio between your planned speed and your actual speed. You'll see exactly how many times faster your current pace is compared to your baseline.

METRIC

Total time saved

The agent subtracts your actual delivery time from your original estimates. This gives you a concrete number of hours or days reclaimed through your current process.

ANALYSIS

Trend identification

The AI looks for patterns in your delivery dates. It identifies if your velocity is increasing or stalling over multiple development cycles.

HUMAN

Process adjustment

The AI provides the raw numbers, but you decide how to change your sprint planning or resource allocation based on these results.

The workflow

What your AI does when the data arrives.

The agent handles the math and the comparison so you don't have to manually audit every ticket.

  1. Gather baseline data

    Your agent pulls the original estimated completion dates from your project management tool.

    calculate_time_impact

  2. Pull actual results

    The agent retrieves the real-world timestamps for when tasks were actually marked as finished.

    calculate_time_impact

  3. Run the comparison

    The AI runs the math to find the delta between your plan and your reality.

    calculate_time_impact

  4. Generate report

    The agent summarizes the time saved and the velocity multiplier into a readable format.

    calculate_time_impact

Try it

Copy these to start.

Use these prompts to trigger the velocity calculation.

Starting points

Swap the bracketed text for your specific project or tool names.

Accelerator Time-to-Market Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_doFUUzBWKIOhuvVQCgzDJvP9tYxrfv5xniPJby0N/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 — Accelerator Time-to-Market capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-time-to-market-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_doFUUzBWKIOhuvVQCgzDJvP9tYxrfv5xniPJby0N/mcp"
    }
  }
}
Copy into chat04

  • Calculate my development velocity for the [Project Name] repo.

  • Compare the baseline estimates in [Jira Project] against the actual completion dates.

  • What is my velocity multiplier for the last three sprints in [Linear Workspace]?

  • Show me the total time saved on [Feature Name] compared to our original roadmap.

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

Start here

Connect Accelerator Time-to-Market once, then ask.

Click the link to authorize the connection. Your credentials stay encrypted, and you can immediately start asking your agent for velocity metrics.

Connect Accelerator Time-to-Market to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change my project timelines?

    No. The AI only reads your existing data to perform calculations. It cannot edit your tickets or change your roadmap.

  • 02

    Does the AI delete any of my development history?

    No. The tool is read-only. It cannot delete, move, or modify any data in your project management tools.

  • 03

    What data does it need to work?

    It needs access to your project's baseline estimates and the actual completion timestamps.

  • 04

    Can I use this with any project management tool?

    It works with any tool that the Accelerator Time-to-Market connector is configured to read.

  • 05

    How does it handle incomplete tasks?

    The AI only calculates velocity based on tasks that have a recorded completion date.

  • More questions about Accelerator Time-to-Market? The Connector page answers them. See everything the Accelerator Time-to-Market Connector can do

Connect Accelerator Time-to-Market to Claude, Cursor, ChatGPT & more