• STATUS
  • RISK
  • GOALS
  • HUMAN

How to assess program health with your AI

Connect your accelerator data to your AI client to spot trends in cohort progress. It turns raw milestone logs into a clear picture of program health.

Ask AI about this page

Short answer

How can I check if my accelerator cohort is on track?

Your AI scans milestone data and graduation targets to identify which startups are hitting their marks and which are falling behind. You get a clear breakdown of cohort velocity and specific graduation risks.

Where your insights land.

Program health outcomes

The AI processes your data into these specific outcomes.

STATUS

Cohort progress reports

The AI uses analyze_program_health to aggregate milestone completion rates across the entire cohort.

RISK

Lagging startup alerts

It identifies specific companies that are missing critical deadlines or falling behind their target graduation paths.

GOALS

Graduation readiness

You get a view of how many companies are actually prepared to graduate based on their current trajectory.

HUMAN

Intervention planning

The AI flags the gaps, but you decide which founders need a 1-on-1 meeting or extra resources to get back on track.

The workflow

What your AI does when the data arrives.

The AI acts as a data analyst that never sleeps, constantly checking your logs against your goals.

  1. Data ingestion

    Your AI pulls the latest milestone updates and graduation requirements from your tracking sheets or database.

    analyze_program_health

  2. Trend identification

    It compares current progress against the historical pace required for a successful graduation.

    analyze_program_health

  3. Gap analysis

    The agent looks for discrepancies between what was promised in the program syllabus and what startups have actually achieved.

    analyze_program_health

  4. Risk flagging

    It highlights the specific cohorts or individual companies that represent a risk to your program's graduation metrics.

    analyze_program_health

Try it

Copy these to start.

Use these prompts once you have connected the Accelerator Graduation Milestone Tracker.

Starting points

These are starting points. Swap out the specific names of your cohorts or tracking sheets to get better results.

Accelerator Milestone Tracker Connector

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

Connector linkhttps://edge.vinkius.com/vk_preview_RBsL96QG8yshpmp5hCCv0WJMNF3gsepClYjacaqu/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 Milestone Tracker capabilities are ready to use.
Configuration · claude_desktop_config.jsonCopy
{
  "mcpServers": {
    "accelerator-graduation-milestone-tracker-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_RBsL96QG8yshpmp5hCCv0WJMNF3gsepClYjacaqu/mcp"
    }
  }
}
Copy into chat04

  • Analyze the progress of the Summer 2024 cohort and tell me who is behind on their milestones.

  • Compare the current graduation readiness of the Fintech cohort against our target goals.

  • Which startups in the current cohort are most at risk of missing their graduation deadline?

  • Summarize the overall health of the program based on the latest milestone data in the tracking sheet.

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

Start here

Connect Accelerator Graduation Milestone Tracker once, then ask.

Just link your data source once. Your credentials stay encrypted, and you can start asking questions in your preferred AI client immediately.

Connect Accelerator Graduation Milestone Tracker to your AI

FAQ

How this task behaves.

  • 01

    Can the AI change milestone dates in my sheet?

    No. The AI only reads and analyzes your data. You must manually update your milestones in your own tools.

  • 02

    Does the AI automatically email founders when they fall behind?

    No. The AI identifies the risks, but you are responsible for communicating with the founders.

  • 03

    How does the AI know what a 'healthy' program looks like?

    It uses the graduation targets and milestone timelines you have already established in your data.

  • 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 delete any of my program data?

    No. This MCP is designed for analysis and does not have the capability to delete or modify your records.

  • More questions about Accelerator Graduation Milestone Tracker? The Connector page answers them. See everything the Accelerator Graduation Milestone Tracker Connector can do

Connect Accelerator Milestone Tracker to Claude, Cursor, ChatGPT & more