• METRICS
  • TRENDS
  • HEALTH
  • HUMAN

How to analyze cohort pivot success with your AI

Connect your accelerator data to your AI client to track how different cohorts handle pivots. Once connected, your agent handles the heavy lifting of calculating success rates across your entire program.

Ask AI about this page

Short answer

How can I track pivot success across my accelerator cohorts?

Your AI uses the get_pivot_metrics tool to pull success and failure rates for every cohort in your program. You'll get a clear view of which pivot types are working and which ones are stalling. This breakdown shows you exactly what the AI can do.

The outcomes

What you get from the analysis

The AI processes your raw cohort data into these specific outcomes.

METRICS

Cohort success rates

The AI pulls specific pivot success percentages for every cohort. You get a clear view of which groups are successfully transitioning.

TRENDS

Pivot pattern identification

Your agent identifies which pivot directions are most common. This helps you see if certain industries or models are more resilient.

HEALTH

Program health status

The AI compares pivot outcomes against your program benchmarks. You'll see if the overall health of your accelerator is improving or declining.

HUMAN

Strategic decision support

The AI presents the data, but you decide how to adjust your curriculum or support based on these findings.

The workflow

What your AI does when the data arrives.

The AI acts as a data analyst that sits between your accelerator database and your chat interface.

  1. Data retrieval

    Your agent reaches into your program records to pull the latest pivot information.

    get_pivot_metrics

  2. Metric calculation

    The AI calculates success rates and pivot frequency for each specific cohort.

    get_pivot_metrics

  3. Pattern recognition

    Your agent looks for correlations between pivot types and success outcomes.

    get_pivot_metrics

  4. Summary generation

    The AI turns the raw numbers into a readable report for your review.

    get_pivot_metrics

Try it

Copy these to start.

Use these prompts to begin your analysis.

Starting points

These are starting points. Swap out the cohort names or timeframes to match your actual data.

Accelerator Pivot Tracker Connector

Alles bereit. Wählen Sie Ihren MCP-Client und folgen Sie den Einrichtungsschritten.

Connector-Linkhttps://edge.vinkius.com/vk_preview_TBRMQxqUZRdqhthWpoz2Tbpa1cB1AadsHMFv0jrH/mcp

Claude Desktop

Folgen Sie den Schritten unten, um sich in Sekunden zu verbinden.

  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 Pivot Tracker capabilities are ready to use.
Konfiguration · claude_desktop_config.jsonKopieren
{
  "mcpServers": {
    "accelerator-pivot-tracker-mcp": {
      "url": "https://edge.vinkius.com/vk_preview_TBRMQxqUZRdqhthWpoz2Tbpa1cB1AadsHMFv0jrH/mcp"
    }
  }
}
Copy into chat04

  • Get the pivot success metrics for the Summer 2023 cohort.

  • Compare the pivot success rates between the Q1 and Q2 cohorts.

  • Show me the most common pivot types for the current cohort.

  • Analyze the health of the Fall 2023 cohort based on recent pivot data.

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

Start here

Connect Accelerator Pivot Tracker once, then ask.

Just link the MCP to your preferred client. Your credentials stay encrypted, and you can start asking questions immediately.

Connect Accelerator Pivot Tracker to your AI

FAQ

How this task behaves

  • 01

    Can the AI change my cohort data?

    No. The AI can only read the metrics through the get_pivot_metrics tool. It cannot edit or delete your records.

  • 02

    Does the AI automatically update my dashboard?

    No. The AI provides the analysis in your chat interface. You must manually move that data to your dashboard if you want it there.

  • 03

    Can I ask for specific pivot types?

    Yes. You can ask the AI to filter the metrics by specific industries or pivot directions.

  • 04

    What happens if a cohort has no pivot data?

    The AI will report that no pivot metrics were found for that specific group.

  • 05

    Do I need to upload a CSV every time?

    No. Once you connect the MCP, the AI pulls the data directly from your source.

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

Verbinde Accelerator Pivot Tracker mit Claude, Cursor, ChatGPT & mehr